From aabd47aab7f3d667e9df4db1003c4f00cd466632 Mon Sep 17 00:00:00 2001
From: Sam F <43347795+monadoid@users.noreply.github.com>
Date: Mon, 27 Jul 2026 23:16:19 +0200
Subject: [PATCH 1/4] Standardize AI method result shapes

---
 packages/docs/v4/basics/act.mdx               |  68 ++++----
 packages/docs/v4/basics/extract.mdx           |  56 +++---
 packages/docs/v4/basics/observe.mdx           |  56 +++---
 packages/docs/v4/first-steps/ai-rules.mdx     |  17 +-
 packages/docs/v4/first-steps/introduction.mdx |   7 +-
 packages/docs/v4/first-steps/quickstart.mdx   |  16 +-
 packages/docs/v4/reference/stagehand.mdx      | 122 ++++++++++----
 packages/protocol/schema-registry.ts          |   2 +-
 packages/protocol/schemas.ts                  |  41 ++---
 packages/protocol/stagehand.v4.json           | 159 +++++++++++-------
 .../tests/protocol/wire-casing.test.ts        |   8 +-
 packages/protocol/types.ts                    |   2 +
 packages/sdk-python/examples/act.py           |   4 +-
 packages/sdk-python/examples/caching.py       |  10 +-
 packages/sdk-python/examples/custom_llm.py    |   8 +-
 packages/sdk-python/examples/observe.py       |   4 +-
 packages/sdk-python/src/stagehand/__init__.py |   6 +
 .../src/stagehand/_generated/models.py        |  57 ++++---
 .../sdk-python/src/stagehand/client_models.py |  14 +-
 .../sdk-python/src/stagehand/stagehand.py     |  28 +--
 packages/sdk-python/tests/test_stagehand.py   |  24 ++-
 packages/sdk-ts/examples/act.ts               |   4 +-
 packages/sdk-ts/examples/caching.ts           |   6 +-
 packages/sdk-ts/examples/custom-llm.ts        |   6 +-
 packages/sdk-ts/examples/observe.ts           |   2 +-
 packages/sdk-ts/src/index.ts                  |   4 +-
 packages/sdk-ts/src/stagehand.ts              |  28 ++-
 .../stagehand-launch-connect-smoke.test.ts    |   9 +-
 packages/sdk-ts/tests/object-wrapper.test.ts  |  65 ++++---
 packages/server/services/actService.ts        |   6 +-
 packages/server/services/cacheService.ts      |   6 +-
 packages/server/services/extractService.ts    |   4 +-
 packages/server/services/observeService.ts    |   4 +-
 packages/server/tests/act.test.ts             |  11 +-
 packages/server/tests/observe.test.ts         |   3 +-
 35 files changed, 532 insertions(+), 335 deletions(-)

diff --git a/packages/docs/v4/basics/act.mdx b/packages/docs/v4/basics/act.mdx
index fe40aa7ed..07f65c7a2 100644
--- a/packages/docs/v4/basics/act.mdx
+++ b/packages/docs/v4/basics/act.mdx
@@ -82,29 +82,30 @@ await stagehand.act("Open filters, choose 4-star rating, and click apply");
 
 ### Return value
 
-`act()` resolves to an `ActResultData` object.
+`act()` resolves to an `ActResult` with typed `data` and shared `metadata`.
 
 ```typescript
 const result = await stagehand.act("Click the sign in button");
 // {
-//   success: true,
-//   message: "Successfully clicked the sign in button",
-//   actionDescription: "Clicked button with text 'Sign in'",
-//   actions: [
-//     { selector: "xpath=/html/body/...", description: "Sign in", method: "click", arguments: [] }
-//   ]
+//   data: {
+//     success: true,
+//     message: "Successfully clicked the sign in button",
+//     actionDescription: "Clicked button with text 'Sign in'",
+//     actions: [...]
+//   },
+//   metadata: { cacheStatus: "MISS" }
 // }
 
-if (!result.success) {
-  throw new Error(`act() failed: ${result.message}`);
+if (!result.data.success) {
+  throw new Error(`act() failed: ${result.data.message}`);
 }
 ```
 
-Always check `success` before assuming the action ran. See the full field list in the
+Always check `data.success` before assuming the action ran. See the full field list in the
 [`stagehand` reference](/v4/reference/stagehand).
 
 <Card title="Complete act() reference" icon="book" href="/v4/reference/stagehand">
-  Full parameters, per-call options, and the `ActResultData` shape.
+  Full parameters, per-call options, and the `ActResult` shape.
 </Card>
 
 ## Advanced configuration
@@ -159,7 +160,9 @@ await stagehand.act("Click the login button");
 exists or to preview what `act()` will do.
 
 ```typescript
-const [candidate] = await stagehand.observe("Find the login button");
+const {
+  data: [candidate],
+} = await stagehand.observe("Find the login button");
 if (candidate) {
   await stagehand.act("Click the login button");
 }
@@ -180,7 +183,8 @@ On Browserbase, turn on caching
 so repeated, identical actions are served from a cache instead of calling the model again.
 
 ```typescript
-await stagehand.act("Click the sign in button", { cache: true });
+const result = await stagehand.act("Click the sign in button", { cache: true });
+console.log(result.metadata.cacheStatus);
 ```
 
 ## Troubleshooting
@@ -194,7 +198,9 @@ the target element exists before acting.
 ```typescript
 await page.waitForLoadState("domcontentloaded");
 
-const [candidate] = await stagehand.observe("Find the submit button");
+const {
+  data: [candidate],
+} = await stagehand.observe("Find the submit button");
 if (candidate) {
   await stagehand.act("Click the submit button", { timeout: 30_000 });
 }
@@ -214,7 +220,9 @@ await stagehand.act("Click the button");
 await stagehand.act("Click the red 'Delete' button next to the user John Smith");
 
 // Or preview with observe() and confirm the description before acting:
-const [candidate] = await stagehand.observe("Find the submit button in the checkout form");
+const {
+  data: [candidate],
+} = await stagehand.observe("Find the submit button in the checkout form");
 if (candidate?.description.toLowerCase().includes("checkout")) {
   await stagehand.act("Click the submit button in the checkout form");
 }
@@ -302,24 +310,25 @@ await stagehand.act("Open filters, choose 4-star rating, and click apply")
 
 ### Return value
 
-`act()` resolves to an `ActResultData` object.
+`act()` resolves to an `ActResult` with typed `data` and shared `metadata`.
 
 ```python
 result = await stagehand.act("Click the sign in button")
-# result.success            -> bool
-# result.message            -> str
-# result.action_description -> str
-# result.actions            -> list of executed actions
-
-if not result.success:
-    raise RuntimeError(f"act() failed: {result.message}")
+# result.data.success            -> bool
+# result.data.message            -> str
+# result.data.action_description -> str
+# result.data.actions            -> list of executed actions
+# result.metadata.cache_status   -> "HIT", "MISS", or None
+
+if not result.data.success:
+    raise RuntimeError(f"act() failed: {result.data.message}")
 ```
 
-Always check `success` before assuming the action ran. See the full field list in the
+Always check `data.success` before assuming the action ran. See the full field list in the
 [`stagehand` reference](/v4/reference/stagehand).
 
 <Card title="Complete act() reference" icon="book" href="/v4/reference/stagehand">
-  Full parameters, per-call options, and the `ActResultData` shape.
+  Full parameters, per-call options, and the `ActResult` shape.
 </Card>
 
 ## Advanced configuration
@@ -387,7 +396,7 @@ exists or to preview what `act()` will do.
 
 ```python
 candidates = await stagehand.observe(instruction="Find the login button")
-if candidates:
+if candidates.data:
     await stagehand.act("Click the login button")
 ```
 
@@ -406,7 +415,8 @@ On Browserbase, turn on caching
 so repeated, identical actions are served from a cache instead of calling the model again.
 
 ```python
-await stagehand.act("Click the sign in button", cache=True)
+result = await stagehand.act("Click the sign in button", cache=True)
+print(result.metadata.cache_status)
 ```
 
 ## Troubleshooting
@@ -421,7 +431,7 @@ the target element exists before acting.
 await page.wait_for_load_state("domcontentloaded")
 
 candidates = await stagehand.observe(instruction="Find the submit button")
-if candidates:
+if candidates.data:
     await stagehand.act("Click the submit button", timeout=30_000)
 ```
 
@@ -440,7 +450,7 @@ await stagehand.act("Click the red 'Delete' button next to the user John Smith")
 
 # Or preview with observe() and confirm the description before acting:
 candidates = await stagehand.observe(instruction="Find the submit button in the checkout form")
-if candidates and "checkout" in candidates[0].description.lower():
+if candidates.data and "checkout" in candidates.data[0].description.lower():
     await stagehand.act("Click the submit button in the checkout form")
 ```
 
diff --git a/packages/docs/v4/basics/extract.mdx b/packages/docs/v4/basics/extract.mdx
index 7d8d3573a..53b0ad92a 100644
--- a/packages/docs/v4/basics/extract.mdx
+++ b/packages/docs/v4/basics/extract.mdx
@@ -15,7 +15,7 @@ Define the schema as a [Zod](https://zod.dev) object:
 ```typescript
 import { z } from "zod";
 
-const product = await stagehand.extract(
+const { data: product } = await stagehand.extract(
   "Extract the product name and price",
   z.object({
     name: z.string(),
@@ -50,7 +50,7 @@ values, and use field descriptions to guide the model.
 ```typescript
 import { z } from "zod";
 
-const results = await stagehand.extract(
+const { data: results } = await stagehand.extract(
   "Extract each search result",
   z.object({
     results: z.array(
@@ -66,25 +66,26 @@ const results = await stagehand.extract(
 
 ### Return value
 
-`extract()` resolves to data that matches your schema, with no wrapper object. In
-TypeScript the type is inferred from the Zod schema; in Python it's an instance of your
-Pydantic model. When the schema is an array or list, you get an array or list back.
+`extract()` resolves to an object with `data` and `metadata`. `data` matches your schema:
+in TypeScript its type is inferred from Zod, and in Python it is an instance of your
+Pydantic model. `metadata` contains Stagehand-owned information such as cache status and
+an optional action ID.
 
 ```typescript
-const product = await stagehand.extract(
+const extraction = await stagehand.extract(
   "Extract the product details",
   z.object({ name: z.string(), price: z.number(), inStock: z.boolean() }),
 );
-// product is typed as { name: string; price: number; inStock: boolean }
-// e.g. { name: "Wireless Mouse", price: 29.99, inStock: true }
+// extraction.data is typed as { name: string; price: number; inStock: boolean }
 
-console.log(product.name, product.price);
+console.log(extraction.data.name, extraction.data.price);
+console.log(extraction.metadata.cacheStatus);
 ```
 
 ## Advanced configuration
 
 ```typescript
-const data = await stagehand.extract("Extract the article body", schema, {
+const extraction = await stagehand.extract("Extract the article body", schema, {
   selector: "#main-content",
   ignoreSelectors: ["nav", ".cookie-banner"],
   screenshot: true,
@@ -108,7 +109,9 @@ with `ignoreSelectors`) is faster, cheaper, and more accurate than extracting fr
 whole document.
 
 ```typescript
-const { price } = await stagehand.extract(
+const {
+  data: { price },
+} = await stagehand.extract(
   "Extract the sale price",
   z.object({ price: z.number() }),
   { selector: "#product-summary", ignoreSelectors: [".related-products"] },
@@ -126,11 +129,12 @@ On Browserbase, turn on caching
 so repeated, identical extractions are served from a cache instead of calling the model again.
 
 ```typescript
-const product = await stagehand.extract(
+const extraction = await stagehand.extract(
   "Extract the product name and price",
   z.object({ name: z.string(), price: z.number() }),
   { cache: true },
 );
+console.log(extraction.data, extraction.metadata.cacheStatus);
 ```
 
 ## Best practices
@@ -155,7 +159,9 @@ Narrow with `selector`, exclude distractors with `ignoreSelectors`, or enable `s
 when the correct value is clear visually but ambiguous in the DOM.
 
 ```typescript
-const { price } = await stagehand.extract(
+const {
+  data: { price },
+} = await stagehand.extract(
   "Extract the sale price, not the original price",
   z.object({ price: z.number() }),
   { selector: "#product-summary", ignoreSelectors: [".related-products"] },
@@ -180,11 +186,11 @@ class Product(BaseModel):
     price: float
 
 
-product = await stagehand.extract(
+extraction = await stagehand.extract(
     instruction="Extract the product name and price",
     schema=Product,
 )
-# product.name -> str, product.price -> float
+# extraction.data.name -> str, extraction.data.price -> float
 ```
 
 ## Why use `extract()`?
@@ -223,7 +229,7 @@ class SearchResults(BaseModel):
     results: list[Result]
 
 
-results = await stagehand.extract(
+extraction = await stagehand.extract(
     instruction="Extract each search result",
     schema=SearchResults,
 )
@@ -231,9 +237,9 @@ results = await stagehand.extract(
 
 ### Return value
 
-`extract()` resolves to data that matches your schema, with no wrapper object. In
-TypeScript the type is inferred from the Zod schema; in Python it's an instance of your
-Pydantic model. When the schema is an array or list, you get an array or list back.
+`extract()` resolves to an object with `data` and `metadata`. `data` is an instance of
+your Pydantic model, while `metadata` contains Stagehand-owned information such as cache
+status and an optional action ID.
 
 ```python
 class Product(BaseModel):
@@ -242,13 +248,14 @@ class Product(BaseModel):
     in_stock: bool
 
 
-product = await stagehand.extract(
+extraction = await stagehand.extract(
     instruction="Extract the product details",
     schema=Product,
 )
-# product is a Product instance, e.g. Product(name="Wireless Mouse", price=29.99, in_stock=True)
+# extraction.data is a Product instance
 
-print(product.name, product.price)
+print(extraction.data.name, extraction.data.price)
+print(extraction.metadata.cache_status)
 ```
 
 ## Advanced configuration
@@ -257,7 +264,7 @@ print(product.name, product.price)
 from stagehand import ModelConfig
 
 
-data = await stagehand.extract(
+extraction = await stagehand.extract(
     instruction="Extract the article body",
     schema=schema,
     selector="#main-content",
@@ -302,11 +309,12 @@ On Browserbase, turn on caching
 so repeated, identical extractions are served from a cache instead of calling the model again.
 
 ```python
-product = await stagehand.extract(
+extraction = await stagehand.extract(
     instruction="Extract the product name and price",
     schema=Product,
     cache=True,
 )
+print(extraction.data, extraction.metadata.cache_status)
 ```
 
 ## Best practices
diff --git a/packages/docs/v4/basics/observe.mdx b/packages/docs/v4/basics/observe.mdx
index 26f6e819a..cba9e4678 100644
--- a/packages/docs/v4/basics/observe.mdx
+++ b/packages/docs/v4/basics/observe.mdx
@@ -11,9 +11,10 @@ description: "Discover and plan executable actions on any web page."
 
 ```typescript
 const actions = await stagehand.observe("Find the sign in button");
-// [
+// actions.data -> [
 //   { selector: "xpath=/html/body/...", description: "Sign in", method: "click", arguments: [] }
 // ]
+// actions.metadata.cacheStatus -> "HIT", "MISS", or undefined
 ```
 
 The `instruction` is optional: call `observe()` with no argument to survey the page broadly.
@@ -53,7 +54,9 @@ The `instruction` is optional: call `observe()` with no argument to survey the p
 The most common pattern is to observe first, decide, then act.
 
 ```typescript
-const [candidate] = await stagehand.observe("Find the primary call-to-action");
+const {
+  data: [candidate],
+} = await stagehand.observe("Find the primary call-to-action");
 
 if (candidate) {
   console.log(candidate.description); // inspect before acting
@@ -93,12 +96,12 @@ await stagehand.observe("What is the page title?");
 
 ### Return value
 
-`observe()` resolves to an array of `Action` objects. Each action has a `selector`, a
-human-readable `description`, and an optional `method` and `arguments`.
+`observe()` resolves to an `ObserveResult`. Its `data` is an array of `Action` objects,
+and its `metadata` contains shared operation information such as cache status.
 
 ```typescript
 const actions = await stagehand.observe("Find the learn more button");
-// [
+// actions.data -> [
 //   {
 //     selector: "xpath=/html/body/shadow-demo/div[1]/button[1]",
 //     description: "Learn more button",
@@ -156,6 +159,7 @@ so repeated, identical observations are served from a cache instead of calling t
 
 ```typescript
 const actions = await stagehand.observe("Find the sign in button", { cache: true });
+console.log(actions.metadata.cacheStatus);
 ```
 
 ## Best practices
@@ -163,7 +167,7 @@ const actions = await stagehand.observe("Find the sign in button", { cache: true
 - **Observe to verify, act to do:** Use `observe()` to confirm the right element exists,
   then run `act()` with the same intent.
 - **Scope busy pages:** `selector` and `ignoreSelectors` cut noise and speed up planning.
-- **Handle empty results:** An empty array means nothing matched, so surface that instead
+- **Handle empty results:** An empty `data` array means nothing matched, so surface that instead
   of acting anyway.
 
 ### Scope downstream work
@@ -172,11 +176,14 @@ An observed action's `selector` can scope a follow-up `extract()`, narrowing the
 just the relevant region.
 
 ```typescript
-const [table] = await stagehand.observe("Find the pricing table");
+const {
+  data: [table],
+} = await stagehand.observe("Find the pricing table");
 if (table) {
   const pricing = await stagehand.extract("Extract each pricing tier", pricingSchema, {
     selector: table.selector,
   });
+  console.log(pricing.data);
 }
 ```
 
@@ -185,7 +192,9 @@ if (table) {
 Check that an observed action matches what you expect before running a critical step.
 
 ```typescript
-const [deleteButton] = await stagehand.observe("Find the delete account button");
+const {
+  data: [deleteButton],
+} = await stagehand.observe("Find the delete account button");
 if (deleteButton?.method === "click") {
   await stagehand.act("Click the delete account button");
 } else {
@@ -198,12 +207,12 @@ if (deleteButton?.method === "click") {
 <AccordionGroup>
   <Accordion title="No actions returned">
 
-An empty array means nothing matched. Loosen an over-specific instruction, make sure the
+An empty `data` array means nothing matched. Loosen an over-specific instruction, make sure the
 page has loaded, and confirm you're scoped to the right region.
 
 ```typescript
 let actions = await stagehand.observe("Find the checkout button");
-if (actions.length === 0) {
+if (actions.data.length === 0) {
   await page.waitForLoadState("domcontentloaded");
   actions = await stagehand.observe("Find the checkout button");
 }
@@ -231,7 +240,8 @@ const actions = await stagehand.observe("Find the form fields", {
 
 ```python
 actions = await stagehand.observe(instruction="Find the sign in button")
-# [ Action(selector="xpath=...", description="Sign in", method="click", arguments=[]) ]
+# actions.data -> [Action(selector="xpath=...", description="Sign in", method="click", arguments=[])]
+# actions.metadata.cache_status -> "HIT", "MISS", or None
 ```
 
 The `instruction` is optional: call `observe()` with no argument to survey the page broadly.
@@ -273,8 +283,8 @@ The most common pattern is to observe first, decide, then act.
 ```python
 candidates = await stagehand.observe(instruction="Find the primary call-to-action")
 
-if candidates:
-    print(candidates[0].description)  # inspect before acting
+if candidates.data:
+    print(candidates.data[0].description)  # inspect before acting
     await stagehand.act("Click the primary call-to-action")
 ```
 
@@ -310,12 +320,12 @@ await stagehand.observe(instruction="What is the page title?")
 
 ### Return value
 
-`observe()` resolves to an array of `Action` objects. Each action has a `selector`, a
-human-readable `description`, and an optional `method` and `arguments`.
+`observe()` resolves to an `ObserveResult`. Its `data` is a list of `Action` objects,
+and its `metadata` contains shared operation information such as cache status.
 
 ```python
 actions = await stagehand.observe(instruction="Find the learn more button")
-# [
+# actions.data -> [
 #     Action(
 #         selector="xpath=/html/body/shadow-demo/div[1]/button[1]",
 #         description="Learn more button",
@@ -378,6 +388,7 @@ so repeated, identical observations are served from a cache instead of calling t
 
 ```python
 actions = await stagehand.observe(instruction="Find the sign in button", cache=True)
+print(actions.metadata.cache_status)
 ```
 
 ## Best practices
@@ -385,7 +396,7 @@ actions = await stagehand.observe(instruction="Find the sign in button", cache=T
 - **Observe to verify, act to do:** Use `observe()` to confirm the right element exists,
   then run `act()` with the same intent.
 - **Scope busy pages:** `selector` and `ignore_selectors` cut noise and speed up planning.
-- **Handle empty results:** An empty array means nothing matched, so surface that instead
+- **Handle empty results:** An empty `data` list means nothing matched, so surface that instead
   of acting anyway.
 
 ### Scope downstream work
@@ -395,12 +406,13 @@ just the relevant region.
 
 ```python
 tables = await stagehand.observe(instruction="Find the pricing table")
-if tables:
+if tables.data:
     pricing = await stagehand.extract(
         instruction="Extract each pricing tier",
         schema=Pricing,
-        selector=tables[0].selector,
+        selector=tables.data[0].selector,
     )
+    print(pricing.data)
 ```
 
 ### Validate before acting
@@ -409,7 +421,7 @@ Check that an observed action matches what you expect before running a critical
 
 ```python
 candidates = await stagehand.observe(instruction="Find the delete account button")
-if candidates and candidates[0].method == "click":
+if candidates.data and candidates.data[0].method == "click":
     await stagehand.act("Click the delete account button")
 else:
     raise RuntimeError("Delete button not found")
@@ -420,12 +432,12 @@ else:
 <AccordionGroup>
   <Accordion title="No actions returned">
 
-An empty array means nothing matched. Loosen an over-specific instruction, make sure the
+An empty `data` list means nothing matched. Loosen an over-specific instruction, make sure the
 page has loaded, and confirm you're scoped to the right region.
 
 ```python
 actions = await stagehand.observe(instruction="Find the checkout button")
-if not actions:
+if not actions.data:
     await page.wait_for_load_state("domcontentloaded")
     actions = await stagehand.observe(instruction="Find the checkout button")
 ```
diff --git a/packages/docs/v4/first-steps/ai-rules.mdx b/packages/docs/v4/first-steps/ai-rules.mdx
index be9edfbdd..cfb06ca28 100644
--- a/packages/docs/v4/first-steps/ai-rules.mdx
+++ b/packages/docs/v4/first-steps/ai-rules.mdx
@@ -57,21 +57,23 @@ try {
 ## Act: one action per call
 
 - `await stagehand.act("click the sign in button")` returns
-  `{ success, message, actionDescription, actions }`. Always check `result.success`.
+  `{ data, metadata }`; `data` contains `{ success, message, actionDescription, actions }`.
+  Always check `result.data.success`.
 - Keep instructions to a single step. Chain multiple `act` calls for multi-step flows.
 - Pass secrets through `variables`, referenced as `%name%` in the instruction:
   `await stagehand.act("type %password% into the password field", { variables: { password } })`.
 
 ## Extract: typed data with Zod
 
-- `await stagehand.extract("instruction", zodSchema)` returns data validated against the schema.
+- `await stagehand.extract("instruction", zodSchema)` returns `{ data, metadata }`; `data` is
+  validated against the schema.
 - Define the schema with `zod`: `z.object({ price: z.number() })`.
 - Scope large pages with `{ selector }` or `{ ignoreSelectors }`.
 
 ## Observe: plan before acting
 
-- `await stagehand.observe("find the submit button")` returns an array of
-  `{ selector, description, method?, arguments? }`.
+- `await stagehand.observe("find the submit button")` returns `{ data, metadata }`; `data` is
+  an array of `{ selector, description, method?, arguments? }`.
 - Use it to check an element exists or to preview what `act` will do.
 
 ## Don't
@@ -133,18 +135,19 @@ asyncio.run(main())
 
 ## Act
 
-- `result = await stagehand.act("click the sign in button")`; check `result.success`.
+- `result = await stagehand.act("click the sign in button")`; check `result.data.success`.
 - One action per call. Pass secrets via `variables` with `%name%` placeholders.
 
 ## Extract: typed data with Pydantic
 
 - Define a `pydantic.BaseModel` and pass it as `schema`:
   `await stagehand.extract(instruction="...", schema=MyModel)`.
+- Read the validated model from `.data` and Stagehand-owned information from `.metadata`.
 
 ## Observe
 
-- `actions = await stagehand.observe(instruction="find the submit button")` returns a list of
-  action objects. Use it to plan or verify before acting.
+- `actions = await stagehand.observe(instruction="find the submit button")` returns
+  `{ data, metadata }`; `data` is a list of action objects.
 
 ## Don't
 
diff --git a/packages/docs/v4/first-steps/introduction.mdx b/packages/docs/v4/first-steps/introduction.mdx
index 2b58e2ac1..487ac6ec5 100644
--- a/packages/docs/v4/first-steps/introduction.mdx
+++ b/packages/docs/v4/first-steps/introduction.mdx
@@ -45,12 +45,15 @@ try {
 
   // Observe: discover the available actions
   const actions = await stagehand.observe("Find the primary call-to-action");
+  console.log(actions.data);
 
   // Act: perform a natural-language action
   await stagehand.act("Click the primary call-to-action");
 
   // Extract: pull structured data
-  const { heading } = await stagehand.extract(
+  const {
+    data: { heading },
+  } = await stagehand.extract(
     "Extract the page heading",
     z.object({ heading: z.string() }),
   );
@@ -83,6 +86,7 @@ async def main() -> None:
 
         # Observe: discover the available actions
         actions = await stagehand.observe(instruction="Find the primary call-to-action")
+        print(actions.data)
 
         # Act: perform a natural-language action
         await stagehand.act("Click the primary call-to-action")
@@ -92,6 +96,7 @@ async def main() -> None:
             instruction="Extract the page heading",
             schema=PageInfo,
         )
+        print(page_info.data.heading)
     finally:
         await stagehand.close()
 
diff --git a/packages/docs/v4/first-steps/quickstart.mdx b/packages/docs/v4/first-steps/quickstart.mdx
index 1c22abd4d..3cc44dd28 100644
--- a/packages/docs/v4/first-steps/quickstart.mdx
+++ b/packages/docs/v4/first-steps/quickstart.mdx
@@ -48,14 +48,14 @@ try {
   const actions = await stagehand.observe(
     "Find the link that provides more information about Example Domain",
   );
-  console.log(actions);
+  console.log(actions.data);
 
   // Act: perform a natural-language action.
   const result = await stagehand.act(
     "Click the link that provides more information about Example Domain",
   );
-  if (!result.success) {
-    throw new Error(`act() failed: ${result.message}`);
+  if (!result.data.success) {
+    throw new Error(`act() failed: ${result.data.message}`);
   }
 
   // Extract: pull structured, typed data.
@@ -63,7 +63,7 @@ try {
     "Extract the page heading and description",
     z.object({ heading: z.string(), description: z.string() }),
   );
-  console.log(info);
+  console.log(info.data);
 } finally {
   await stagehand.close();
 }
@@ -125,21 +125,21 @@ async def main() -> None:
         actions = await stagehand.observe(
             instruction="Find the link that provides more information about Example Domain",
         )
-        print(actions)
+        print(actions.data)
 
         # Act: perform a natural-language action.
         result = await stagehand.act(
             "Click the link that provides more information about Example Domain"
         )
-        if not result.success:
-            raise RuntimeError(f"act() failed: {result.message}")
+        if not result.data.success:
+            raise RuntimeError(f"act() failed: {result.data.message}")
 
         # Extract: pull structured, typed data.
         info = await stagehand.extract(
             instruction="Extract the page heading and description",
             schema=PageInfo,
         )
-        print(info)
+        print(info.data)
     finally:
         await stagehand.close()
 
diff --git a/packages/docs/v4/reference/stagehand.mdx b/packages/docs/v4/reference/stagehand.mdx
index b4408f9ad..fa10a4744 100644
--- a/packages/docs/v4/reference/stagehand.mdx
+++ b/packages/docs/v4/reference/stagehand.mdx
@@ -272,41 +272,49 @@ const result = await stagehand.act("Click the sign in button");
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="Promise<ActResultData>">
+<ResponseField name="result" type="Promise<ActResult>">
   The operation result.
 
-<ResponseField name="result.actionDescription" type="string">
+<ResponseField name="result.data.actionDescription" type="string">
   A summary of the completed action.
 </ResponseField>
 
-  <ResponseField name="result.actions" type="Action[]">
+  <ResponseField name="result.data.actions" type="Action[]">
     The actions that were performed.
 
-    <ResponseField name="result.actions.arguments" type="string[]" optional>
+    <ResponseField name="result.data.actions.arguments" type="string[]" optional>
       Arguments passed to the action.
     </ResponseField>
 
-    <ResponseField name="result.actions.description" type="string">
+    <ResponseField name="result.data.actions.description" type="string">
       A human-readable action description.
     </ResponseField>
 
-    <ResponseField name="result.actions.method" type="string" optional>
+    <ResponseField name="result.data.actions.method" type="string" optional>
       The action method.
     </ResponseField>
 
-    <ResponseField name="result.actions.selector" type="string">
+    <ResponseField name="result.data.actions.selector" type="string">
       The action target selector.
     </ResponseField>
 
   </ResponseField>
 
-<ResponseField name="result.message" type="string">
+<ResponseField name="result.data.message" type="string">
   The operation message.
 </ResponseField>
 
-  <ResponseField name="result.success" type="boolean">
+  <ResponseField name="result.data.success" type="boolean">
     Whether the action succeeded.
   </ResponseField>
+
+  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.actionId" type="string" optional>
+    The action ID associated with the operation.
+  </ResponseField>
 </ResponseField>
 
 ## observe()
@@ -384,24 +392,32 @@ const actions = await stagehand.observe("Find the sign in button");
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="Promise<Action[]>">
+<ResponseField name="result" type="Promise<ObserveResult>">
   The operation result.
 
-<ResponseField name="result.arguments" type="string[]" optional>
+<ResponseField name="result.data.arguments" type="string[]" optional>
   Arguments passed to the action.
 </ResponseField>
 
-<ResponseField name="result.description" type="string">
+<ResponseField name="result.data.description" type="string">
   A human-readable action description.
 </ResponseField>
 
-<ResponseField name="result.method" type="string" optional>
+<ResponseField name="result.data.method" type="string" optional>
   The action method.
 </ResponseField>
 
-  <ResponseField name="result.selector" type="string">
+  <ResponseField name="result.data.selector" type="string">
     The action target selector.
   </ResponseField>
+
+  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.actionId" type="string" optional>
+    The action ID associated with the operation.
+  </ResponseField>
 </ResponseField>
 
 ## extract()
@@ -410,6 +426,7 @@ Extract structured data from the page.
 
 ```typescript
 const product = await stagehand.extract("Extract the product", ProductSchema);
+console.log(product.data, product.metadata.cacheStatus);
 ```
 
 <ParamField path="instruction" type="string">
@@ -483,8 +500,20 @@ const product = await stagehand.extract("Extract the product", ProductSchema);
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="Promise<z.output<Schema>>">
-  The operation result.
+<ResponseField name="result" type="Promise<ExtractResult<Schema>>">
+  The extraction result.
+
+  <ResponseField name="result.data" type="z.output<Schema>">
+    Data validated against the caller's schema.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.actionId" type="string" optional>
+    The action ID associated with the extraction.
+  </ResponseField>
 </ResponseField>
 
 </View>
@@ -752,41 +781,49 @@ result = await stagehand.act("Click the sign in button")
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="ActResultData">
+<ResponseField name="result" type="ActResult">
   The operation result.
 
-<ResponseField name="result.action_description" type="str">
+<ResponseField name="result.data.action_description" type="str">
   A summary of the completed action.
 </ResponseField>
 
-  <ResponseField name="result.actions" type="list[Action]">
+  <ResponseField name="result.data.actions" type="list[Action]">
     The actions that were performed.
 
-    <ResponseField name="result.actions.arguments" type="list[str]" optional>
+    <ResponseField name="result.data.actions.arguments" type="list[str]" optional>
       Arguments passed to the action.
     </ResponseField>
 
-    <ResponseField name="result.actions.description" type="str">
+    <ResponseField name="result.data.actions.description" type="str">
       A human-readable action description.
     </ResponseField>
 
-    <ResponseField name="result.actions.method" type="str" optional>
+    <ResponseField name="result.data.actions.method" type="str" optional>
       The action method.
     </ResponseField>
 
-    <ResponseField name="result.actions.selector" type="str">
+    <ResponseField name="result.data.actions.selector" type="str">
       The action target selector.
     </ResponseField>
 
   </ResponseField>
 
-<ResponseField name="result.message" type="str">
+<ResponseField name="result.data.message" type="str">
   The operation message.
 </ResponseField>
 
-  <ResponseField name="result.success" type="bool">
+  <ResponseField name="result.data.success" type="bool">
     Whether the action succeeded.
   </ResponseField>
+
+  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.action_id" type="str" optional>
+    The action ID associated with the operation.
+  </ResponseField>
 </ResponseField>
 
 ## observe()
@@ -861,24 +898,32 @@ actions = await stagehand.observe(instruction="Find the sign in button")
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="list[Action]">
+<ResponseField name="result" type="ObserveResult">
   The operation result.
 
-<ResponseField name="result.arguments" type="list[str]" optional>
+<ResponseField name="result.data.arguments" type="list[str]" optional>
   Arguments passed to the action.
 </ResponseField>
 
-<ResponseField name="result.description" type="str">
+<ResponseField name="result.data.description" type="str">
   A human-readable action description.
 </ResponseField>
 
-<ResponseField name="result.method" type="str" optional>
+<ResponseField name="result.data.method" type="str" optional>
   The action method.
 </ResponseField>
 
-  <ResponseField name="result.selector" type="str">
+  <ResponseField name="result.data.selector" type="str">
     The action target selector.
   </ResponseField>
+
+  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.action_id" type="str" optional>
+    The action ID associated with the operation.
+  </ResponseField>
 </ResponseField>
 
 ## extract()
@@ -887,6 +932,7 @@ Extract structured data from the page.
 
 ```python
 product = await stagehand.extract(instruction="Extract the product", schema=Product)
+print(product.data, product.metadata.cache_status)
 ```
 
 <ParamField path="instruction" type="str">
@@ -957,8 +1003,20 @@ product = await stagehand.extract(instruction="Extract the product", schema=Prod
   </ParamField>
 </ParamField>
 
-<ResponseField name="result" type="ResultModel">
-  The operation result.
+<ResponseField name="result" type="ExtractResult[ResultModel]">
+  The extraction result.
+
+  <ResponseField name="result.data" type="ResultModel">
+    Data validated against the caller's Pydantic model.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+    Whether server-side caching served or computed the result.
+  </ResponseField>
+
+  <ResponseField name="result.metadata.action_id" type="str" optional>
+    The action ID associated with the extraction.
+  </ResponseField>
 </ResponseField>
 
 </View>
diff --git a/packages/protocol/schema-registry.ts b/packages/protocol/schema-registry.ts
index e2d91a3cd..d8c6ab4b2 100644
--- a/packages/protocol/schema-registry.ts
+++ b/packages/protocol/schema-registry.ts
@@ -151,7 +151,7 @@ export const StagehandMethods = {
     params: StagehandExtractParamsSchema,
     result: ExtractResultSchema,
     paramsWire: { opaqueKeys: ["schema"] },
-    resultWire: { opaqueKeys: ["result"] },
+    resultWire: { opaqueKeys: ["data"] },
   },
   stagehandMetrics: {
     name: "stagehand.metrics",
diff --git a/packages/protocol/schemas.ts b/packages/protocol/schemas.ts
index 7ab8b023f..d078fd822 100644
--- a/packages/protocol/schemas.ts
+++ b/packages/protocol/schemas.ts
@@ -1032,6 +1032,17 @@ export const ActionSchema = z
 // Act
 // =============================================================================
 
+export const StagehandResultMetadataSchema = z
+  .strictObject({
+    actionId: z.string().optional().meta({
+      description: "Action ID for tracking",
+    }),
+    cacheStatus: CacheStatusSchema.optional().meta({
+      description: "Server-side cache status for this result",
+    }),
+  })
+  .meta({ id: "StagehandResultMetadata" });
+
 export const ActOptionsSchema = z
   .strictObject({
     model: ModelConfigSchema.optional().meta({
@@ -1085,13 +1096,8 @@ export const ActResultDataSchema = z
 
 export const ActResultSchema = z
   .strictObject({
-    result: ActResultDataSchema,
-    actionId: z.string().optional().meta({
-      description: "Action ID for tracking",
-    }),
-    cacheStatus: CacheStatusSchema.optional().meta({
-      description: "Server-side cache status for this result",
-    }),
+    data: ActResultDataSchema,
+    metadata: StagehandResultMetadataSchema,
   })
   .meta({ id: "ActResult" });
 
@@ -1136,18 +1142,10 @@ export const ExtractOptionsSchema = z
 
 export const ExtractResultSchema = z
   .strictObject({
-    result: z.unknown().meta({
+    data: z.json().meta({
       description: "Extracted data matching the requested schema",
-      override: ({ jsonSchema }: { jsonSchema: Record<string, unknown> }) => {
-        jsonSchema["x-stainless-any"] = true;
-      },
-    }),
-    actionId: z.string().optional().meta({
-      description: "Action ID for tracking",
-    }),
-    cacheStatus: CacheStatusSchema.optional().meta({
-      description: "Server-side cache status for this result",
     }),
+    metadata: StagehandResultMetadataSchema,
   })
   .meta({ id: "ExtractResult" });
 
@@ -1198,13 +1196,8 @@ export const ObserveOptionsSchema = z
 
 export const ObserveResultSchema = z
   .strictObject({
-    result: z.array(ActionSchema),
-    actionId: z.string().optional().meta({
-      description: "Action ID for tracking",
-    }),
-    cacheStatus: CacheStatusSchema.optional().meta({
-      description: "Server-side cache status for this result",
-    }),
+    data: z.array(ActionSchema),
+    metadata: StagehandResultMetadataSchema,
   })
   .meta({ id: "ObserveResult" });
 
diff --git a/packages/protocol/stagehand.v4.json b/packages/protocol/stagehand.v4.json
index d3a50f9d5..4bf25c266 100644
--- a/packages/protocol/stagehand.v4.json
+++ b/packages/protocol/stagehand.v4.json
@@ -1731,19 +1731,14 @@
     "ActResult": {
       "type": "object",
       "properties": {
-        "result": {
+        "data": {
           "$ref": "#/$defs/ActResultData"
         },
-        "action_id": {
-          "description": "Action ID for tracking",
-          "type": "string"
-        },
-        "cache_status": {
-          "description": "Server-side cache status for this result",
-          "$ref": "#/$defs/CacheStatus"
+        "metadata": {
+          "$ref": "#/$defs/StagehandResultMetadata"
         }
       },
-      "required": ["result"],
+      "required": ["data", "metadata"],
       "additionalProperties": false
     },
     "ActResultData": {
@@ -1806,6 +1801,20 @@
       "additionalProperties": false,
       "description": "Action object returned by observe and used by act"
     },
+    "StagehandResultMetadata": {
+      "type": "object",
+      "properties": {
+        "action_id": {
+          "description": "Action ID for tracking",
+          "type": "string"
+        },
+        "cache_status": {
+          "description": "Server-side cache status for this result",
+          "$ref": "#/$defs/CacheStatus"
+        }
+      },
+      "additionalProperties": false
+    },
     "CacheStatus": {
       "type": "string",
       "enum": ["HIT", "MISS"]
@@ -1877,22 +1886,17 @@
     "ObserveResult": {
       "type": "object",
       "properties": {
-        "result": {
+        "data": {
           "type": "array",
           "items": {
             "$ref": "#/$defs/Action"
           }
         },
-        "action_id": {
-          "description": "Action ID for tracking",
-          "type": "string"
-        },
-        "cache_status": {
-          "description": "Server-side cache status for this result",
-          "$ref": "#/$defs/CacheStatus"
+        "metadata": {
+          "$ref": "#/$defs/StagehandResultMetadata"
         }
       },
-      "required": ["result"],
+      "required": ["data", "metadata"],
       "additionalProperties": false
     },
     "StagehandExtractParams": {
@@ -1991,21 +1995,48 @@
     "ExtractResult": {
       "type": "object",
       "properties": {
-        "result": {
-          "description": "Extracted data matching the requested schema"
-        },
-        "action_id": {
-          "description": "Action ID for tracking",
-          "type": "string"
+        "data": {
+          "description": "Extracted data matching the requested schema",
+          "$ref": "#/$defs/__schema1"
         },
-        "cache_status": {
-          "description": "Server-side cache status for this result",
-          "$ref": "#/$defs/CacheStatus"
+        "metadata": {
+          "$ref": "#/$defs/StagehandResultMetadata"
         }
       },
-      "required": ["result"],
+      "required": ["data", "metadata"],
       "additionalProperties": false
     },
+    "__schema1": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "number"
+        },
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "type": "array",
+          "items": {
+            "$ref": "#/$defs/__schema1"
+          }
+        },
+        {
+          "type": "object",
+          "propertyNames": {
+            "type": "string"
+          },
+          "additionalProperties": {
+            "$ref": "#/$defs/__schema1"
+          }
+        }
+      ]
+    },
     "StagehandMetrics": {
       "type": "object",
       "properties": {
@@ -2254,14 +2285,14 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema1"
+            "$ref": "#/$defs/__schema2"
           }
         }
       },
       "required": ["type", "id", "name", "input"],
       "additionalProperties": false
     },
-    "__schema1": {
+    "__schema2": {
       "anyOf": [
         {
           "type": "string"
@@ -2278,7 +2309,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema1"
+            "$ref": "#/$defs/__schema2"
           }
         },
         {
@@ -2287,7 +2318,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema1"
+            "$ref": "#/$defs/__schema2"
           }
         }
       ]
@@ -2314,7 +2345,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema2"
+            "$ref": "#/$defs/__schema3"
           }
         },
         "is_error": {
@@ -2334,7 +2365,7 @@
         }
       ]
     },
-    "__schema2": {
+    "__schema3": {
       "anyOf": [
         {
           "type": "string"
@@ -2351,7 +2382,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema2"
+            "$ref": "#/$defs/__schema3"
           }
         },
         {
@@ -2360,7 +2391,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema2"
+            "$ref": "#/$defs/__schema3"
           }
         }
       ]
@@ -2379,13 +2410,13 @@
           "type": "string"
         },
         "schema": {
-          "$ref": "#/$defs/__schema3"
+          "$ref": "#/$defs/__schema4"
         }
       },
       "required": ["type", "name", "schema"],
       "additionalProperties": false
     },
-    "__schema3": {
+    "__schema4": {
       "anyOf": [
         {
           "type": "string"
@@ -2402,7 +2433,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema3"
+            "$ref": "#/$defs/__schema4"
           }
         },
         {
@@ -2411,7 +2442,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema3"
+            "$ref": "#/$defs/__schema4"
           }
         }
       ]
@@ -2532,7 +2563,7 @@
               "type": "string"
             },
             "additionalProperties": {
-              "$ref": "#/$defs/__schema4"
+              "$ref": "#/$defs/__schema5"
             }
           }
         },
@@ -2546,7 +2577,7 @@
       "required": ["type"],
       "additionalProperties": false
     },
-    "__schema4": {
+    "__schema5": {
       "anyOf": [
         {
           "type": "string"
@@ -2563,7 +2594,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema4"
+            "$ref": "#/$defs/__schema5"
           }
         },
         {
@@ -2572,7 +2603,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema4"
+            "$ref": "#/$defs/__schema5"
           }
         }
       ]
@@ -2734,13 +2765,13 @@
           "const": "json_schema"
         },
         "structured_content": {
-          "$ref": "#/$defs/__schema5"
+          "$ref": "#/$defs/__schema6"
         }
       },
       "required": ["role", "content", "output_format", "structured_content"],
       "additionalProperties": false
     },
-    "__schema5": {
+    "__schema6": {
       "anyOf": [
         {
           "type": "string"
@@ -2757,7 +2788,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema5"
+            "$ref": "#/$defs/__schema6"
           }
         },
         {
@@ -2766,7 +2797,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema5"
+            "$ref": "#/$defs/__schema6"
           }
         }
       ]
@@ -3507,13 +3538,13 @@
       "type": "object",
       "properties": {
         "value": {
-          "$ref": "#/$defs/__schema6"
+          "$ref": "#/$defs/__schema7"
         }
       },
       "required": ["value"],
       "additionalProperties": false
     },
-    "__schema6": {
+    "__schema7": {
       "anyOf": [
         {
           "type": "string"
@@ -3530,7 +3561,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema6"
+            "$ref": "#/$defs/__schema7"
           }
         },
         {
@@ -3539,7 +3570,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema6"
+            "$ref": "#/$defs/__schema7"
           }
         }
       ]
@@ -4313,10 +4344,10 @@
         "type": "string"
       },
       "additionalProperties": {
-        "$ref": "#/$defs/__schema7"
+        "$ref": "#/$defs/__schema8"
       }
     },
-    "__schema7": {
+    "__schema8": {
       "anyOf": [
         {
           "type": "string"
@@ -4333,7 +4364,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema7"
+            "$ref": "#/$defs/__schema8"
           }
         },
         {
@@ -4342,7 +4373,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema7"
+            "$ref": "#/$defs/__schema8"
           }
         }
       ]
@@ -6191,7 +6222,7 @@
           "const": "2.0"
         },
         "result": {
-          "$ref": "#/$defs/__schema8"
+          "$ref": "#/$defs/__schema9"
         },
         "id": {
           "$ref": "#/$defs/JSONRPCRequestId"
@@ -6200,7 +6231,7 @@
       "required": ["jsonrpc", "result", "id"],
       "additionalProperties": false
     },
-    "__schema8": {
+    "__schema9": {
       "anyOf": [
         {
           "type": "string"
@@ -6217,7 +6248,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema8"
+            "$ref": "#/$defs/__schema9"
           }
         },
         {
@@ -6226,7 +6257,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema8"
+            "$ref": "#/$defs/__schema9"
           }
         }
       ]
@@ -6260,13 +6291,13 @@
           "type": "string"
         },
         "data": {
-          "$ref": "#/$defs/__schema9"
+          "$ref": "#/$defs/__schema10"
         }
       },
       "required": ["code", "message"],
       "additionalProperties": false
     },
-    "__schema9": {
+    "__schema10": {
       "anyOf": [
         {
           "type": "string"
@@ -6283,7 +6314,7 @@
         {
           "type": "array",
           "items": {
-            "$ref": "#/$defs/__schema9"
+            "$ref": "#/$defs/__schema10"
           }
         },
         {
@@ -6292,7 +6323,7 @@
             "type": "string"
           },
           "additionalProperties": {
-            "$ref": "#/$defs/__schema9"
+            "$ref": "#/$defs/__schema10"
           }
         }
       ]
diff --git a/packages/protocol/tests/protocol/wire-casing.test.ts b/packages/protocol/tests/protocol/wire-casing.test.ts
index 8638b2987..97254a488 100644
--- a/packages/protocol/tests/protocol/wire-casing.test.ts
+++ b/packages/protocol/tests/protocol/wire-casing.test.ts
@@ -398,12 +398,12 @@ describe("JSON-RPC wire casing", () => {
   it("preserves arbitrary extraction result keys", () => {
     const definition = StagehandMethods.stagehandExtract;
     const apiValue = {
-      result: { userName: "Sam" },
-      actionId: "action_1",
+      data: { userName: "Sam" },
+      metadata: { actionId: "action_1", cacheStatus: "HIT" as const },
     };
     const wireValue = {
-      result: { userName: "Sam" },
-      action_id: "action_1",
+      data: { userName: "Sam" },
+      metadata: { action_id: "action_1", cache_status: "HIT" },
     };
 
     expect(encodeWireValue(apiValue, definition.resultWire)).toStrictEqual(wireValue);
diff --git a/packages/protocol/types.ts b/packages/protocol/types.ts
index ba16a9234..41edfcb8c 100644
--- a/packages/protocol/types.ts
+++ b/packages/protocol/types.ts
@@ -185,6 +185,7 @@ import type {
   StagehandMetricsSchema,
   StagehandObserveParamsSchema,
   StagehandPingResultSchema,
+  StagehandResultMetadataSchema,
   SnapshotResultSchema,
   TelemetryConfigSchema,
   ThinkingEffortSchema,
@@ -324,6 +325,7 @@ export type LocatorSendClickEventParams = z.infer<typeof LocatorSendClickEventPa
 export type LocatorTypeParams = z.infer<typeof LocatorTypeParamsSchema>;
 export type LocatorSelectOptionParams = z.infer<typeof LocatorSelectOptionParamsSchema>;
 export type StagehandPingResult = z.infer<typeof StagehandPingResultSchema>;
+export type StagehandResultMetadata = z.infer<typeof StagehandResultMetadataSchema>;
 export type RuntimeConfigureResult = z.infer<typeof RuntimeConfigureResultSchema>;
 export type RuntimeLoopbackStatusResult = z.infer<typeof RuntimeLoopbackStatusResultSchema>;
 export type BrowserGetVersionResult = z.infer<typeof BrowserGetVersionResultSchema>;
diff --git a/packages/sdk-python/examples/act.py b/packages/sdk-python/examples/act.py
index 14480f6bd..96016d06e 100644
--- a/packages/sdk-python/examples/act.py
+++ b/packages/sdk-python/examples/act.py
@@ -31,8 +31,8 @@ async def main() -> None:
 
         print(json.dumps(result.model_dump(mode="json", by_alias=True), indent=2))
 
-        if not result.success:
-            raise RuntimeError(f"act() failed: {result.message}")
+        if not result.data.success:
+            raise RuntimeError(f"act() failed: {result.data.message}")
     finally:
         await stagehand.close()
 
diff --git a/packages/sdk-python/examples/caching.py b/packages/sdk-python/examples/caching.py
index df4daec31..7d892531b 100644
--- a/packages/sdk-python/examples/caching.py
+++ b/packages/sdk-python/examples/caching.py
@@ -5,7 +5,7 @@
 
 from pydantic import BaseModel
 
-from stagehand import Stagehand
+from stagehand import ExtractResult, Stagehand
 
 BROWSERBASE_API_KEY = os.environ["BROWSERBASE_API_KEY"]
 OPENAI_API_KEY = os.environ["OPENAI_API_KEY"]
@@ -41,7 +41,7 @@ async def main() -> None:
             raise RuntimeError("Stagehand initialized without an active page")
         await page.goto("https://aigrant.com")
 
-        async def extract_companies() -> tuple[Companies, int]:
+        async def extract_companies() -> tuple[ExtractResult[Companies], int]:
             start = perf_counter()
             result = await stagehand.extract(
                 instruction=(
@@ -56,11 +56,13 @@ async def extract_companies() -> tuple[Companies, int]:
 
         first, first_duration_ms = await extract_companies()
         print(f"First extraction ({first_duration_ms}ms):")
-        print(json.dumps(first.model_dump(mode="json"), indent=2))
+        print(json.dumps(first.data.model_dump(mode="json"), indent=2))
+        print(f"Cache status: {first.metadata.cache_status or 'disabled'}")
 
         second, second_duration_ms = await extract_companies()
         print(f"Second extraction ({second_duration_ms}ms):")
-        print(json.dumps(second.model_dump(mode="json"), indent=2))
+        print(json.dumps(second.data.model_dump(mode="json"), indent=2))
+        print(f"Cache status: {second.metadata.cache_status or 'disabled'}")
     finally:
         await stagehand.close()
 
diff --git a/packages/sdk-python/examples/custom_llm.py b/packages/sdk-python/examples/custom_llm.py
index bdf2831c1..e8451d453 100644
--- a/packages/sdk-python/examples/custom_llm.py
+++ b/packages/sdk-python/examples/custom_llm.py
@@ -65,7 +65,7 @@ async def main() -> None:
                 {
                     "page_info": page_info.model_dump(mode="json"),
                     "actions": [
-                        action.model_dump(mode="json", by_alias=True) for action in actions
+                        action.model_dump(mode="json", by_alias=True) for action in actions.data
                     ],
                     "action_result": action_result.model_dump(mode="json", by_alias=True),
                     "generation_names": generation_names,
@@ -74,10 +74,10 @@ async def main() -> None:
             )
         )
 
-        if not actions:
+        if not actions.data:
             raise RuntimeError("observe() returned no matching actions")
-        if not action_result.success:
-            raise RuntimeError(f"act() failed: {action_result.message}")
+        if not action_result.data.success:
+            raise RuntimeError(f"act() failed: {action_result.data.message}")
     finally:
         await stagehand.close()
 
diff --git a/packages/sdk-python/examples/observe.py b/packages/sdk-python/examples/observe.py
index c23439668..3b8748dd6 100644
--- a/packages/sdk-python/examples/observe.py
+++ b/packages/sdk-python/examples/observe.py
@@ -31,12 +31,12 @@ async def main() -> None:
 
         print(
             json.dumps(
-                [action.model_dump(mode="json", by_alias=True) for action in actions],
+                [action.model_dump(mode="json", by_alias=True) for action in actions.data],
                 indent=2,
             )
         )
 
-        if not actions:
+        if not actions.data:
             raise RuntimeError("observe() returned no matching actions")
     finally:
         await stagehand.close()
diff --git a/packages/sdk-python/src/stagehand/__init__.py b/packages/sdk-python/src/stagehand/__init__.py
index 8a33047e8..8be05c48c 100644
--- a/packages/sdk-python/src/stagehand/__init__.py
+++ b/packages/sdk-python/src/stagehand/__init__.py
@@ -2,6 +2,7 @@
 
 from ._generated.models import (
     Action,
+    ActResult,
     ActResultData,
     Animations,
     BrowserbaseBrowserSettings,
@@ -23,6 +24,7 @@
     LoadState,
     ModelConfig,
     MouseButton,
+    ObserveResult,
     PageScreenshotClip,
     RgbaColor,
     RuntimeLoopbackStatusResult,
@@ -43,6 +45,7 @@
 from .browser_context import BrowserContext
 from .client_models import (
     CacheOptions,
+    ExtractResult,
     LLMGenerateCallback,
     LLMGenerateInput,
     LLMGenerateOutput,
@@ -54,6 +57,7 @@
 
 __all__ = [
     "ActResultData",
+    "ActResult",
     "Action",
     "Animations",
     "BrowserGetVersionResult",
@@ -68,6 +72,7 @@
     "CookieParam",
     "DomainPolicy",
     "ExternalProxyConfig",
+    "ExtractResult",
     "LLMGenerateCallback",
     "LLMGenerateInput",
     "LLMGenerateOutput",
@@ -82,6 +87,7 @@
     "Locator",
     "ModelConfig",
     "MouseButton",
+    "ObserveResult",
     "Page",
     "PageScreenshotClip",
     "ProtocolLocator",
diff --git a/packages/sdk-python/src/stagehand/_generated/models.py b/packages/sdk-python/src/stagehand/_generated/models.py
index bb33c9b4e..42203cbb5 100644
--- a/packages/sdk-python/src/stagehand/_generated/models.py
+++ b/packages/sdk-python/src/stagehand/_generated/models.py
@@ -58,11 +58,8 @@ class ActResult(WireModel):
         extra="forbid",
         validate_by_name=True,
     )
-    result: ActResultData
-    action_id: Optional[StrictStr] = None
-    """Action ID for tracking"""
-    cache_status: Optional[CacheStatus] = None
-    """Server-side cache status for this result"""
+    data: ActResultData
+    metadata: StagehandResultMetadata
 
 
 class ActResultData(WireModel):
@@ -609,12 +606,9 @@ class ExtractResult(WireModel):
         extra="forbid",
         validate_by_name=True,
     )
-    result: Any
+    data: Optional[FieldSchema1]
     """Extracted data matching the requested schema"""
-    action_id: Optional[StrictStr] = None
-    """Action ID for tracking"""
-    cache_status: Optional[CacheStatus] = None
-    """Server-side cache status for this result"""
+    metadata: StagehandResultMetadata
 
 
 class FieldSchema0(
@@ -629,6 +623,12 @@ class FieldSchema1(
     root: Optional[Union[StrictStr, StrictFloat, StrictBool, list[Optional["FieldSchema1"]], dict[StrictStr, Optional["FieldSchema1"]]]]
 
 
+class FieldSchema10(
+    RootModel[Optional[Union[StrictStr, StrictFloat, StrictBool, list[Optional["FieldSchema10"]], dict[StrictStr, Optional["FieldSchema10"]]]]]
+):
+    root: Optional[Union[StrictStr, StrictFloat, StrictBool, list[Optional["FieldSchema10"]], dict[StrictStr, Optional["FieldSchema10"]]]]
+
+
 class FieldSchema2(
     RootModel[Optional[Union[StrictStr, StrictFloat, StrictBool, list[Optional["FieldSchema2"]], dict[StrictStr, Optional["FieldSchema2"]]]]]
 ):
@@ -716,7 +716,7 @@ class JSONRPCErrorObject(WireModel):
     )
     code: Annotated[StrictInt, Field(ge=-9007199254740991, le=9007199254740991)]
     message: StrictStr
-    data: Optional[FieldSchema9] = None
+    data: Optional[FieldSchema10] = None
 
 
 class JSONRPCRequestId(RootModel[StrictInt]):
@@ -796,7 +796,7 @@ class LLMJsonSchemaResponseFormat(WireModel):
     type: Literal["json_schema"]
     name: StrictStr
     description: Optional[StrictStr] = None
-    schema_: Annotated[Optional[FieldSchema3], Field(alias="schema")]
+    schema_: Annotated[Optional[FieldSchema4], Field(alias="schema")]
 
 
 class LLMMessage(WireModel):
@@ -867,7 +867,7 @@ class LLMStructuredGenerateResult(WireModel):
     stop_reason: Optional[StrictStr] = None
     usage: Optional[LLMUsage] = None
     output_format: Literal["json_schema"]
-    structured_content: Optional[FieldSchema5]
+    structured_content: Optional[FieldSchema6]
 
 
 class LLMGenerateResult(
@@ -941,7 +941,7 @@ class LLMToolJson(WireModel):
     )
     field_schema: Annotated[Optional[StrictStr], Field(alias="$schema")] = None
     type: Literal["object"]
-    properties: Optional[dict[StrictStr, dict[StrictStr, Optional[FieldSchema4]]]] = (
+    properties: Optional[dict[StrictStr, dict[StrictStr, Optional[FieldSchema5]]]] = (
         None
     )
     required: Optional[list[StrictStr]] = None
@@ -955,7 +955,7 @@ class LLMToolResultContent(WireModel):
     type: Literal["tool_result"]
     tool_use_id: StrictStr
     content: list[LLMToolResultContentBlock]
-    structured_content: Optional[dict[StrictStr, Optional[FieldSchema2]]] = None
+    structured_content: Optional[dict[StrictStr, Optional[FieldSchema3]]] = None
     is_error: Optional[StrictBool] = None
 
 
@@ -971,7 +971,7 @@ class LLMToolUseContent(WireModel):
     type: Literal["tool_use"]
     id: StrictStr
     name: StrictStr
-    input: dict[StrictStr, Optional[FieldSchema1]]
+    input: dict[StrictStr, Optional[FieldSchema2]]
 
 
 class LLMMessageContentBlock(
@@ -1340,11 +1340,8 @@ class ObserveResult(WireModel):
         extra="forbid",
         validate_by_name=True,
     )
-    result: list[Action]
-    action_id: Optional[StrictStr] = None
-    """Action ID for tracking"""
-    cache_status: Optional[CacheStatus] = None
-    """Server-side cache status for this result"""
+    data: list[Action]
+    metadata: StagehandResultMetadata
 
 
 class OpenAIModelName(RootModel[StrictStr]):
@@ -1472,7 +1469,7 @@ class PageEvaluateResult(WireModel):
         extra="forbid",
         validate_by_name=True,
     )
-    value: Optional[FieldSchema6]
+    value: Optional[FieldSchema7]
 
 
 class PageGoBackParams(WireModel):
@@ -1947,8 +1944,8 @@ class StagehandLog(WireModel):
     data: StagehandLogData
 
 
-class StagehandLogData(RootModel[dict[StrictStr, Optional[FieldSchema7]]]):
-    root: dict[StrictStr, Optional[FieldSchema7]]
+class StagehandLogData(RootModel[dict[StrictStr, Optional[FieldSchema8]]]):
+    root: dict[StrictStr, Optional[FieldSchema8]]
 
 
 class StagehandLogLevel(StrEnum):
@@ -2004,6 +2001,17 @@ class StagehandPingResult(WireModel):
     runtime: Literal["service_worker"]
 
 
+class StagehandResultMetadata(WireModel):
+    model_config = ConfigDict(
+        extra="forbid",
+        validate_by_name=True,
+    )
+    action_id: Optional[StrictStr] = None
+    """Action ID for tracking"""
+    cache_status: Optional[CacheStatus] = None
+    """Server-side cache status for this result"""
+
+
 class State(StrEnum):
     attached = "attached"
     detached = "detached"
@@ -2059,6 +2067,7 @@ class Variables(RootModel[dict[StrictStr, VariableValue]]):
 
 FieldSchema0.model_rebuild()
 FieldSchema1.model_rebuild()
+FieldSchema10.model_rebuild()
 FieldSchema2.model_rebuild()
 FieldSchema3.model_rebuild()
 FieldSchema4.model_rebuild()
diff --git a/packages/sdk-python/src/stagehand/client_models.py b/packages/sdk-python/src/stagehand/client_models.py
index d726632f2..34487e8de 100644
--- a/packages/sdk-python/src/stagehand/client_models.py
+++ b/packages/sdk-python/src/stagehand/client_models.py
@@ -1,9 +1,9 @@
 from __future__ import annotations
 
 from collections.abc import Awaitable, Callable
-from typing import Annotated, Literal
+from typing import Annotated, Generic, Literal, TypeVar
 
-from pydantic import ConfigDict, Field, model_validator
+from pydantic import BaseModel, ConfigDict, Field, model_validator
 
 from ._generated import models as _models
 from ._generated.models import (
@@ -19,9 +19,19 @@
     ProxyConfig,
     StagehandInitParams,
     StagehandLog,
+    StagehandResultMetadata,
 )
 from ._validation import WireModel
 
+ExtractData = TypeVar("ExtractData", bound=BaseModel)
+
+
+class ExtractResult(WireModel, Generic[ExtractData]):
+    model_config = ConfigDict(extra="forbid")
+
+    data: ExtractData
+    metadata: StagehandResultMetadata
+
 
 class LocalProxyConfig(WireModel):
     model_config = ConfigDict(extra="forbid")
diff --git a/packages/sdk-python/src/stagehand/stagehand.py b/packages/sdk-python/src/stagehand/stagehand.py
index 80a23615b..9d3d77509 100644
--- a/packages/sdk-python/src/stagehand/stagehand.py
+++ b/packages/sdk-python/src/stagehand/stagehand.py
@@ -13,10 +13,8 @@
 from pydantic import BaseModel
 
 from ._generated.models import (
-    Action,
     ActOptions,
     ActResult,
-    ActResultData,
     BrowserbaseBrowserSettings,
     BrowserbaseProxyConfig,
     BrowserbaseRegion,
@@ -25,7 +23,6 @@
     EmptyParams,
     ExternalProxyConfig,
     ExtractOptions,
-    ExtractResult,
     LLMGenerateParams,
     LLMGenerateResult,
     ModelConfig,
@@ -45,6 +42,9 @@
     TelemetryConfig,
     Variables,
 )
+from ._generated.models import (
+    ExtractResult as WireExtractResult,
+)
 from ._generated.models import (
     Locator as ProtocolLocator,
 )
@@ -56,6 +56,7 @@
     Cache,
     CdpBrowserSource,
     ClientLLM,
+    ExtractResult,
     LLMGenerateCallback,
     LocalBrowserSource,
     LocalProxyConfig,
@@ -472,7 +473,7 @@ async def act(
         timeout: float | None = None,
         locator: ProtocolLocator | None = None,
         cache: Cache | None = None,
-    ) -> ActResultData:
+    ) -> ActResult:
         options = ActOptions.model_validate({
             name: value
             for name, value in (
@@ -491,7 +492,7 @@ async def act(
         if options.model_fields_set:
             params.options = options
         result = await self._connected_rpc_client.send("stagehand.act", params, ActResult)
-        return result.result
+        return result
 
     async def observe(
         self,
@@ -505,7 +506,7 @@ async def observe(
         ignore_selectors: list[str] | None = None,
         locator: ProtocolLocator | None = None,
         cache: Cache | None = None,
-    ) -> list[Action]:
+    ) -> ObserveResult:
         options = ObserveOptions.model_validate({
             name: value
             for name, value in (
@@ -526,7 +527,7 @@ async def observe(
         if options.model_fields_set:
             params.options = options
         result = await self._connected_rpc_client.send("stagehand.observe", params, ObserveResult)
-        return result.result
+        return result
 
     async def extract(
         self,
@@ -541,7 +542,7 @@ async def extract(
         screenshot: bool | None = None,
         locator: ProtocolLocator | None = None,
         cache: Cache | None = None,
-    ) -> ResultModel:
+    ) -> ExtractResult[ResultModel]:
         options = ExtractOptions.model_validate({
             name: value
             for name, value in (
@@ -565,11 +566,14 @@ async def extract(
         )
         if options.model_fields_set:
             params.options = options
-        result = await self._connected_rpc_client.send("stagehand.extract", params, ExtractResult)
-        value = (
-            result.result.model_dump() if isinstance(result.result, BaseModel) else result.result
+        result = await self._connected_rpc_client.send(
+            "stagehand.extract", params, WireExtractResult
+        )
+        value = result.data.model_dump() if isinstance(result.data, BaseModel) else result.data
+        return ExtractResult(
+            data=schema.model_validate(value),
+            metadata=result.metadata,
         )
-        return schema.model_validate(value)
 
     async def close(self) -> None:
         async with self._lifecycle_lock:
diff --git a/packages/sdk-python/tests/test_stagehand.py b/packages/sdk-python/tests/test_stagehand.py
index be9649b59..f708f4d87 100644
--- a/packages/sdk-python/tests/test_stagehand.py
+++ b/packages/sdk-python/tests/test_stagehand.py
@@ -253,9 +253,18 @@ async def test_stagehand_ai_methods_resolve_pages_and_validate_results(
     recording = RecordingRPCClient({
         "stagehand.init": StagehandInitResult(initialized=True, pages=[]),
         "context.active_page": PageRef(page_id="active-page"),
-        "stagehand.act": ActResult(result=act_result),
-        "stagehand.observe": ObserveResult(result=[action]),
-        "stagehand.extract": ExtractResult(result={"heading": "Example Domain"}),
+        "stagehand.act": ActResult(
+            data=act_result,
+            metadata={"cache_status": "HIT"},
+        ),
+        "stagehand.observe": ObserveResult(
+            data=[action],
+            metadata={"cache_status": "MISS"},
+        ),
+        "stagehand.extract": ExtractResult(
+            data={"heading": "Example Domain"},
+            metadata={"cache_status": "HIT"},
+        ),
     })
     model = ModelConfig.model_validate({"model_name": "openai/gpt-4.1-mini"})
     locator = ProtocolLocator(selector="main")
@@ -289,9 +298,12 @@ async def connect(**_: object) -> RPCClient:
         locator=locator,
     )
 
-    assert action_result == act_result
-    assert actions == [action]
-    assert page_info == PageInfo(heading="Example Domain")
+    assert action_result.data == act_result
+    assert action_result.metadata.cache_status == "HIT"
+    assert actions.data == [action]
+    assert actions.metadata.cache_status == "MISS"
+    assert page_info.data == PageInfo(heading="Example Domain")
+    assert page_info.metadata.cache_status == "HIT"
     assert [call[0] for call in recording.calls] == [
         "stagehand.init",
         "stagehand.act",
diff --git a/packages/sdk-ts/examples/act.ts b/packages/sdk-ts/examples/act.ts
index 2c6213407..f1c0b0e6c 100644
--- a/packages/sdk-ts/examples/act.ts
+++ b/packages/sdk-ts/examples/act.ts
@@ -30,8 +30,8 @@ try {
 
   console.log(JSON.stringify(result, null, 2));
 
-  if (!result.success) {
-    throw new Error(`act() failed: ${result.message}`);
+  if (!result.data.success) {
+    throw new Error(`act() failed: ${result.data.message}`);
   }
 } finally {
   await stagehand.close();
diff --git a/packages/sdk-ts/examples/caching.ts b/packages/sdk-ts/examples/caching.ts
index 9f10631b9..7f413ab58 100644
--- a/packages/sdk-ts/examples/caching.ts
+++ b/packages/sdk-ts/examples/caching.ts
@@ -49,11 +49,13 @@ try {
 
   const first = await extractCompanies();
   console.log(`First extraction (expected cache miss, ${first.durationMs}ms):`);
-  console.log(JSON.stringify(first.result, null, 2));
+  console.log(JSON.stringify(first.result.data, null, 2));
+  console.log(`Cache status: ${first.result.metadata.cacheStatus ?? "disabled"}`);
 
   const second = await extractCompanies();
   console.log(`Second extraction (expected cache hit, ${second.durationMs}ms):`);
-  console.log(JSON.stringify(second.result, null, 2));
+  console.log(JSON.stringify(second.result.data, null, 2));
+  console.log(`Cache status: ${second.result.metadata.cacheStatus ?? "disabled"}`);
 } finally {
   await stagehand.close();
 }
diff --git a/packages/sdk-ts/examples/custom-llm.ts b/packages/sdk-ts/examples/custom-llm.ts
index be14ca1d0..254c9c593 100644
--- a/packages/sdk-ts/examples/custom-llm.ts
+++ b/packages/sdk-ts/examples/custom-llm.ts
@@ -52,11 +52,11 @@ try {
 
   console.log(JSON.stringify({ pageInfo, actions, actionResult, generationNames }, null, 2));
 
-  if (actions.length === 0) {
+  if (actions.data.length === 0) {
     throw new Error("observe() returned no matching actions");
   }
-  if (!actionResult.success) {
-    throw new Error(`act() failed: ${actionResult.message}`);
+  if (!actionResult.data.success) {
+    throw new Error(`act() failed: ${actionResult.data.message}`);
   }
 } finally {
   await stagehand.close();
diff --git a/packages/sdk-ts/examples/observe.ts b/packages/sdk-ts/examples/observe.ts
index 7ec28e076..46e936b0c 100644
--- a/packages/sdk-ts/examples/observe.ts
+++ b/packages/sdk-ts/examples/observe.ts
@@ -30,7 +30,7 @@ try {
 
   console.log(JSON.stringify(actions, null, 2));
 
-  if (actions.length === 0) {
+  if (actions.data.length === 0) {
     throw new Error("observe() returned no matching actions");
   }
 } finally {
diff --git a/packages/sdk-ts/src/index.ts b/packages/sdk-ts/src/index.ts
index e80fcd7a9..172dc79c2 100644
--- a/packages/sdk-ts/src/index.ts
+++ b/packages/sdk-ts/src/index.ts
@@ -13,9 +13,11 @@ export {
 export { Locator } from "./locator.js";
 export { Page, type ScreenshotOptions } from "./page.js";
 export type { InitScriptSource } from "./pageScripts.js";
-export { Stagehand } from "./stagehand.js";
+export { Stagehand, type ExtractResult } from "./stagehand.js";
 export type {
+  ActResult,
   BrowserGetVersionResult,
+  ObserveResult,
   RuntimeLoopbackStatusResult,
   StagehandMetrics,
   StagehandPingResult,
diff --git a/packages/sdk-ts/src/stagehand.ts b/packages/sdk-ts/src/stagehand.ts
index 2fa6cbb65..b77b81350 100644
--- a/packages/sdk-ts/src/stagehand.ts
+++ b/packages/sdk-ts/src/stagehand.ts
@@ -2,9 +2,9 @@ import { connectRPCClient, type RPCClient, type RPCClientOptions } from "./rpcCl
 import { StagehandInitParamsSchema } from "../../protocol/schemas.js";
 import { StagehandMethods } from "../../protocol/schema-registry.js";
 import type {
-  ActResultData,
-  Action,
+  ActResult,
   BrowserGetVersionResult,
+  ObserveResult,
   RuntimeLoopbackStatusResult,
   StagehandMetrics,
   StagehandPingResult,
@@ -35,6 +35,12 @@ type StagehandAdapters = {
 
 const stagehandAdapters = new WeakMap<Stagehand, StagehandAdapters>();
 
+type ProtocolExtractResult = import("../../protocol/types.js").ExtractResult;
+
+export type ExtractResult<Schema extends z.ZodType> = Omit<ProtocolExtractResult, "data"> & {
+  data: z.output<Schema>;
+};
+
 export class Stagehand {
   browserContext: BrowserContext | undefined;
   isInitialized = false;
@@ -140,7 +146,7 @@ export class Stagehand {
     this.closePromise = undefined;
   }
 
-  async act(input: string, options?: StagehandClientActOptions): Promise<ActResultData> {
+  async act(input: string, options?: StagehandClientActOptions): Promise<ActResult> {
     const { page, ...protocolOptions } = StagehandClientActOptionsSchema.parse(options ?? {});
     const targetPage = page ?? (await this.context.activePage());
     if (!targetPage) throw new Error("Stagehand has no active page.");
@@ -150,10 +156,13 @@ export class Stagehand {
       ...(options === undefined ? {} : { options: protocolOptions }),
     });
 
-    return response.result;
+    return response;
   }
 
-  async observe(instruction?: string, options?: StagehandClientObserveOptions): Promise<Action[]> {
+  async observe(
+    instruction?: string,
+    options?: StagehandClientObserveOptions,
+  ): Promise<ObserveResult> {
     const { page, ...protocolOptions } = StagehandClientObserveOptionsSchema.parse(options ?? {});
     const targetPage = page ?? (await this.context.activePage());
     if (!targetPage) throw new Error("Stagehand has no active page.");
@@ -163,14 +172,14 @@ export class Stagehand {
       ...(options === undefined ? {} : { options: protocolOptions }),
     });
 
-    return response.result;
+    return response;
   }
 
   async extract<Schema extends z.ZodType>(
     instruction: string,
     schema: Schema,
     options?: StagehandClientExtractOptions,
-  ): Promise<z.output<Schema>> {
+  ): Promise<ExtractResult<Schema>> {
     const { page, ...protocolOptions } = StagehandClientExtractOptionsSchema.parse(options ?? {});
     const targetPage = page ?? (await this.context.activePage());
     if (!targetPage) throw new Error("Stagehand has no active page.");
@@ -182,7 +191,10 @@ export class Stagehand {
       ...(options === undefined ? {} : { options: protocolOptions }),
     });
 
-    return schema.parse(response.result);
+    return {
+      ...response,
+      data: schema.parse(response.data),
+    };
   }
 
   close(): Promise<void> {
diff --git a/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts b/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
index 7f3e21ce3..c6ec6a9e8 100644
--- a/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
+++ b/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
@@ -252,7 +252,10 @@ describe("Stagehand TS SDK launch/connect smoke", () => {
       activeStagehand.extract("Extract the page heading", z.object({ heading: z.string() }), {
         page,
       }),
-    ).resolves.toStrictEqual({ heading: "Stagehand SDK Smoke" });
+    ).resolves.toStrictEqual({
+      data: { heading: "Stagehand SDK Smoke" },
+      metadata: {},
+    });
   });
 
   it("observes actionable elements on a real page through the connected SDK", async () => {
@@ -264,8 +267,8 @@ describe("Stagehand TS SDK launch/connect smoke", () => {
 
     const actions = await activeStagehand.observe("Find the Submit button", { page });
 
-    expect(actions).toHaveLength(1);
-    expect(actions[0]).toMatchObject({
+    expect(actions.data).toHaveLength(1);
+    expect(actions.data[0]).toMatchObject({
       selector: expect.stringMatching(/^xpath=/),
       description: "Submit button",
       method: "click",
diff --git a/packages/sdk-ts/tests/object-wrapper.test.ts b/packages/sdk-ts/tests/object-wrapper.test.ts
index 912c0cc50..ed25f9b5b 100644
--- a/packages/sdk-ts/tests/object-wrapper.test.ts
+++ b/packages/sdk-ts/tests/object-wrapper.test.ts
@@ -700,7 +700,7 @@ describe("Stagehand TS object wrapper", () => {
   it("routes stagehand.act with an explicit page and returns the action result", async () => {
     const client = new FakeProtocolClient();
     client.queueResponse(StagehandMethods.stagehandAct, {
-      result: {
+      data: {
         success: true,
         message: "Clicked the submit button",
         actionDescription: "Click the submit button",
@@ -713,6 +713,7 @@ describe("Stagehand TS object wrapper", () => {
           },
         ],
       },
+      metadata: { cacheStatus: "HIT" },
     });
     const stagehand = createStagehandWithClientForTest(client);
     await stagehand.init();
@@ -725,17 +726,20 @@ describe("Stagehand TS object wrapper", () => {
         variables: { accountEmail: "user@example.com" },
       }),
     ).resolves.toStrictEqual({
-      success: true,
-      message: "Clicked the submit button",
-      actionDescription: "Click the submit button",
-      actions: [
-        {
-          selector: "xpath=/html/body/button",
-          description: "Submit button",
-          method: "click",
-          arguments: [],
-        },
-      ],
+      data: {
+        success: true,
+        message: "Clicked the submit button",
+        actionDescription: "Click the submit button",
+        actions: [
+          {
+            selector: "xpath=/html/body/button",
+            description: "Submit button",
+            method: "click",
+            arguments: [],
+          },
+        ],
+      },
+      metadata: { cacheStatus: "HIT" },
     });
     expect(client.calls).toStrictEqual([
       stagehandInitCall,
@@ -753,7 +757,7 @@ describe("Stagehand TS object wrapper", () => {
   it("routes stagehand.observe with an explicit page and options", async () => {
     const client = new FakeProtocolClient();
     client.queueResponse(StagehandMethods.stagehandObserve, {
-      result: [
+      data: [
         {
           selector: "xpath=/html/body/button",
           description: "Submit button",
@@ -761,6 +765,7 @@ describe("Stagehand TS object wrapper", () => {
           arguments: [],
         },
       ],
+      metadata: { cacheStatus: "MISS" },
     });
     const stagehand = createStagehandWithClientForTest(client);
     await stagehand.init();
@@ -778,14 +783,17 @@ describe("Stagehand TS object wrapper", () => {
           },
         },
       }),
-    ).resolves.toStrictEqual([
-      {
-        selector: "xpath=/html/body/button",
-        description: "Submit button",
-        method: "click",
-        arguments: [],
-      },
-    ]);
+    ).resolves.toStrictEqual({
+      data: [
+        {
+          selector: "xpath=/html/body/button",
+          description: "Submit button",
+          method: "click",
+          arguments: [],
+        },
+      ],
+      metadata: { cacheStatus: "MISS" },
+    });
     expect(client.calls).toStrictEqual([
       stagehandInitCall,
       requestCall(StagehandMethods.stagehandObserve, {
@@ -808,11 +816,11 @@ describe("Stagehand TS object wrapper", () => {
   it("uses the active page when stagehand.observe has no explicit page or instruction", async () => {
     const client = new FakeProtocolClient();
     client.queueResponse(StagehandMethods.contextActivePage, { pageId: "page-1" });
-    client.queueResponse(StagehandMethods.stagehandObserve, { result: [] });
+    client.queueResponse(StagehandMethods.stagehandObserve, { data: [], metadata: {} });
     const stagehand = createStagehandWithClientForTest(client);
     await stagehand.init();
 
-    await expect(stagehand.observe()).resolves.toStrictEqual([]);
+    await expect(stagehand.observe()).resolves.toStrictEqual({ data: [], metadata: {} });
     expect(client.calls).toStrictEqual([
       stagehandInitCall,
       requestCall(StagehandMethods.contextActivePage, {}),
@@ -838,7 +846,8 @@ describe("Stagehand TS object wrapper", () => {
   it("sends the caller's Zod schema through stagehand.extract", async () => {
     const client = new FakeProtocolClient();
     client.queueResponse(StagehandMethods.stagehandExtract, {
-      result: { heading: "Example Domain" },
+      data: { heading: "Example Domain" },
+      metadata: { cacheStatus: "HIT" },
     });
     const stagehand = createStagehandWithClientForTest(client);
     await stagehand.init();
@@ -847,7 +856,10 @@ describe("Stagehand TS object wrapper", () => {
 
     await expect(
       stagehand.extract("Extract the page heading", schema, { page, selector: "main" }),
-    ).resolves.toStrictEqual({ heading: "Example Domain" });
+    ).resolves.toStrictEqual({
+      data: { heading: "Example Domain" },
+      metadata: { cacheStatus: "HIT" },
+    });
     expect(client.calls).toStrictEqual([
       stagehandInitCall,
       requestCall(StagehandMethods.stagehandExtract, {
@@ -862,7 +874,8 @@ describe("Stagehand TS object wrapper", () => {
   it("validates stagehand.extract data with the caller's original Zod schema", async () => {
     const client = new FakeProtocolClient();
     client.queueResponse(StagehandMethods.stagehandExtract, {
-      result: { heading: 42 },
+      data: { heading: 42 },
+      metadata: {},
     });
     const stagehand = createStagehandWithClientForTest(client);
     await stagehand.init();
diff --git a/packages/server/services/actService.ts b/packages/server/services/actService.ts
index 9f806a68d..79000a044 100644
--- a/packages/server/services/actService.ts
+++ b/packages/server/services/actService.ts
@@ -93,9 +93,7 @@ export async function act({
       return {
         result,
         cacheValue:
-          result.result.success && result.result.actions.length > 0
-            ? result.result.actions
-            : undefined,
+          result.data.success && result.data.actions.length > 0 ? result.data.actions : undefined,
       };
     },
   });
@@ -459,7 +457,7 @@ function successfulActionResult(
 }
 
 function actResult(result: ActResultData): ActResult {
-  return { result };
+  return { data: result, metadata: {} };
 }
 
 function describeAction(action: Action): string {
diff --git a/packages/server/services/cacheService.ts b/packages/server/services/cacheService.ts
index 20a33d6b7..feeb11ba4 100644
--- a/packages/server/services/cacheService.ts
+++ b/packages/server/services/cacheService.ts
@@ -155,7 +155,7 @@ export interface CacheExecuteOutcome<Result> {
  * or whenever any cache step fails, including `onHit` itself — falls back to
  * `execute` and then persists the outcome's `cacheValue`.
  */
-export async function withCache<Result extends { cacheStatus?: CacheStatus }>({
+export async function withCache<Result extends { metadata: { cacheStatus?: CacheStatus } }>({
   method,
   page,
   data,
@@ -212,7 +212,7 @@ export async function withCache<Result extends { cacheStatus?: CacheStatus }>({
   if (getResponse?.hit && getResponse.value !== undefined && getResponse.value !== null) {
     try {
       const result = await onHit(getResponse.value);
-      result.cacheStatus = "HIT";
+      result.metadata.cacheStatus = "HIT";
       logger.debug("Cache hit", {
         category: "cache",
         method,
@@ -239,7 +239,7 @@ export async function withCache<Result extends { cacheStatus?: CacheStatus }>({
   }
 
   const outcome = await execute();
-  outcome.result.cacheStatus = "MISS";
+  outcome.result.metadata.cacheStatus = "MISS";
 
   if (outcome.cacheValue !== undefined && outcome.cacheValue !== null) {
     try {
diff --git a/packages/server/services/extractService.ts b/packages/server/services/extractService.ts
index 0880cc8a6..873d17ed9 100644
--- a/packages/server/services/extractService.ts
+++ b/packages/server/services/extractService.ts
@@ -73,7 +73,7 @@ export async function extract({
     caching: options?.cache,
     context: cache,
     logger,
-    onHit: (value) => ({ result: value }),
+    onHit: (value) => ({ data: z.json().parse(value), metadata: {} }),
     execute: () => runExtraction(),
   });
 
@@ -147,7 +147,7 @@ export async function extract({
     );
 
     return {
-      result: { result: output },
+      result: { data: z.json().parse(output), metadata: {} },
       cacheValue: output,
       llmUsage: {
         inputTokens: prompt_tokens,
diff --git a/packages/server/services/observeService.ts b/packages/server/services/observeService.ts
index 13359118d..95a4b7efc 100644
--- a/packages/server/services/observeService.ts
+++ b/packages/server/services/observeService.ts
@@ -63,7 +63,7 @@ export async function observe({
       if (actions.length === 0) {
         throw new Error("Cached observe value contained no usable actions");
       }
-      return { result: actions };
+      return { data: actions, metadata: {} };
     },
     execute: () => runObservation(),
   });
@@ -147,7 +147,7 @@ export async function observe({
     });
 
     return {
-      result: { result: actions },
+      result: { data: actions, metadata: {} },
       cacheValue: actions.length > 0 ? actions : undefined,
       llmUsage: {
         inputTokens: observation.prompt_tokens,
diff --git a/packages/server/tests/act.test.ts b/packages/server/tests/act.test.ts
index 677f31724..4c34d526c 100644
--- a/packages/server/tests/act.test.ts
+++ b/packages/server/tests/act.test.ts
@@ -141,7 +141,7 @@ describe("act service", () => {
       2_000,
     );
     expect(result).toStrictEqual({
-      result: {
+      data: {
         success: true,
         message: "Action [fill] performed successfully on selector: xpath=/html/body/input",
         actionDescription: "Email field",
@@ -154,6 +154,7 @@ describe("act service", () => {
           },
         ],
       },
+      metadata: {},
     });
   });
 
@@ -196,8 +197,8 @@ describe("act service", () => {
 
     expect(clientLLMGenerate).toHaveBeenCalledTimes(2);
     expect(performAction).toHaveBeenCalledTimes(2);
-    expect(result.result.success).toBe(true);
-    expect(result.result.actions).toHaveLength(2);
+    expect(result.data.success).toBe(true);
+    expect(result.data.actions).toHaveLength(2);
   });
 
   it("retries with a fresh selector when self-healing is enabled", async () => {
@@ -246,7 +247,7 @@ describe("act service", () => {
       expect.any(StagehandLogger),
       undefined,
     );
-    expect(result.result).toMatchObject({
+    expect(result.data).toMatchObject({
       success: true,
       actions: [{ selector: "xpath=/html/body/button[2]" }],
     });
@@ -267,7 +268,7 @@ describe("act service", () => {
     });
 
     expect(performAction).not.toHaveBeenCalled();
-    expect(result.result).toMatchObject({
+    expect(result.data).toMatchObject({
       success: false,
       message: "Failed to perform act: No action found",
     });
diff --git a/packages/server/tests/observe.test.ts b/packages/server/tests/observe.test.ts
index 64bee10ff..6c15df57d 100644
--- a/packages/server/tests/observe.test.ts
+++ b/packages/server/tests/observe.test.ts
@@ -152,7 +152,7 @@ describe("observe service", () => {
     });
     expect(clientLLMGenerate).toHaveBeenCalledTimes(1);
     expect(result).toStrictEqual({
-      result: [
+      data: [
         {
           selector: "xpath=/html/body/main/input",
           description: "Email field",
@@ -166,6 +166,7 @@ describe("observe service", () => {
           arguments: ["xpath=/html/body/main/ul/li[2]"],
         },
       ],
+      metadata: {},
     });
     expect(logs).toEqual(
       expect.arrayContaining([

From 06d0e91d95c670eee438771c75b0ef9b2f345c31 Mon Sep 17 00:00:00 2001
From: Sam F <43347795+monadoid@users.noreply.github.com>
Date: Mon, 27 Jul 2026 23:48:03 +0200
Subject: [PATCH 2/4] Fix SDK result shape CI expectations

---
 packages/docs/tests/sdk-reference.test.ts     |  7 ++-
 packages/docs/v4/reference/stagehand.mdx      | 52 ++++++++++++++++---
 .../sdk-python/src/stagehand/stagehand.py     |  6 +--
 packages/sdk-python/tests/test_stagehand.py   | 24 ++++-----
 .../stagehand-launch-connect-smoke.test.ts    | 23 ++++----
 5 files changed, 79 insertions(+), 33 deletions(-)

diff --git a/packages/docs/tests/sdk-reference.test.ts b/packages/docs/tests/sdk-reference.test.ts
index 73242359f..e01dee25a 100644
--- a/packages/docs/tests/sdk-reference.test.ts
+++ b/packages/docs/tests/sdk-reference.test.ts
@@ -685,7 +685,12 @@ describe("SDK reference surface", () => {
         for (const field of projectedResultFields(method, language, protocol)) {
           const actual = documented.get(field.key);
           if (!actual) continue;
-          const expectedType = canonicalSchemaType(field.schema, language, protocol);
+          const expectedType =
+            method.operationName === "stagehand.extract" && field.key === "result.data"
+              ? language === "TypeScript"
+                ? "z.output<Schema>"
+                : "ResultModel"
+              : canonicalSchemaType(field.schema, language, protocol);
           if (actual.type !== expectedType || actual.optional !== field.optional) {
             differences.push(
               `${methodKey(method)} ${language} ${field.key}: expected type=${expectedType} optional=${field.optional}, received type=${actual.type ?? "<missing>"} optional=${actual.optional}`,
diff --git a/packages/docs/v4/reference/stagehand.mdx b/packages/docs/v4/reference/stagehand.mdx
index fa10a4744..577ccc920 100644
--- a/packages/docs/v4/reference/stagehand.mdx
+++ b/packages/docs/v4/reference/stagehand.mdx
@@ -275,6 +275,9 @@ const result = await stagehand.act("Click the sign in button");
 <ResponseField name="result" type="Promise<ActResult>">
   The operation result.
 
+<ResponseField name="result.data" type="ActResultData">
+  The action outcome.
+
 <ResponseField name="result.data.actionDescription" type="string">
   A summary of the completed action.
 </ResponseField>
@@ -307,8 +310,12 @@ const result = await stagehand.act("Click the sign in button");
   <ResponseField name="result.data.success" type="boolean">
     Whether the action succeeded.
   </ResponseField>
+</ResponseField>
+
+<ResponseField name="result.metadata" type="StagehandResultMetadata">
+  Metadata associated with the operation.
 
-  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata.cacheStatus" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
@@ -316,6 +323,7 @@ const result = await stagehand.act("Click the sign in button");
     The action ID associated with the operation.
   </ResponseField>
 </ResponseField>
+</ResponseField>
 
 ## observe()
 
@@ -395,6 +403,9 @@ const actions = await stagehand.observe("Find the sign in button");
 <ResponseField name="result" type="Promise<ObserveResult>">
   The operation result.
 
+<ResponseField name="result.data" type="Action[]">
+  Candidate actions found on the page.
+
 <ResponseField name="result.data.arguments" type="string[]" optional>
   Arguments passed to the action.
 </ResponseField>
@@ -410,8 +421,12 @@ const actions = await stagehand.observe("Find the sign in button");
   <ResponseField name="result.data.selector" type="string">
     The action target selector.
   </ResponseField>
+</ResponseField>
+
+<ResponseField name="result.metadata" type="StagehandResultMetadata">
+  Metadata associated with the operation.
 
-  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata.cacheStatus" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
@@ -419,6 +434,7 @@ const actions = await stagehand.observe("Find the sign in button");
     The action ID associated with the operation.
   </ResponseField>
 </ResponseField>
+</ResponseField>
 
 ## extract()
 
@@ -507,13 +523,17 @@ console.log(product.data, product.metadata.cacheStatus);
     Data validated against the caller's schema.
   </ResponseField>
 
-  <ResponseField name="result.metadata.cacheStatus" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata" type="StagehandResultMetadata">
+    Metadata associated with the extraction.
+
+  <ResponseField name="result.metadata.cacheStatus" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
   <ResponseField name="result.metadata.actionId" type="string" optional>
     The action ID associated with the extraction.
   </ResponseField>
+  </ResponseField>
 </ResponseField>
 
 </View>
@@ -784,6 +804,9 @@ result = await stagehand.act("Click the sign in button")
 <ResponseField name="result" type="ActResult">
   The operation result.
 
+<ResponseField name="result.data" type="ActResultData">
+  The action outcome.
+
 <ResponseField name="result.data.action_description" type="str">
   A summary of the completed action.
 </ResponseField>
@@ -816,8 +839,12 @@ result = await stagehand.act("Click the sign in button")
   <ResponseField name="result.data.success" type="bool">
     Whether the action succeeded.
   </ResponseField>
+</ResponseField>
+
+<ResponseField name="result.metadata" type="StagehandResultMetadata">
+  Metadata associated with the operation.
 
-  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata.cache_status" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
@@ -825,6 +852,7 @@ result = await stagehand.act("Click the sign in button")
     The action ID associated with the operation.
   </ResponseField>
 </ResponseField>
+</ResponseField>
 
 ## observe()
 
@@ -901,6 +929,9 @@ actions = await stagehand.observe(instruction="Find the sign in button")
 <ResponseField name="result" type="ObserveResult">
   The operation result.
 
+<ResponseField name="result.data" type="list[Action]">
+  Candidate actions found on the page.
+
 <ResponseField name="result.data.arguments" type="list[str]" optional>
   Arguments passed to the action.
 </ResponseField>
@@ -916,8 +947,12 @@ actions = await stagehand.observe(instruction="Find the sign in button")
   <ResponseField name="result.data.selector" type="str">
     The action target selector.
   </ResponseField>
+</ResponseField>
+
+<ResponseField name="result.metadata" type="StagehandResultMetadata">
+  Metadata associated with the operation.
 
-  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata.cache_status" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
@@ -925,6 +960,7 @@ actions = await stagehand.observe(instruction="Find the sign in button")
     The action ID associated with the operation.
   </ResponseField>
 </ResponseField>
+</ResponseField>
 
 ## extract()
 
@@ -1010,13 +1046,17 @@ print(product.data, product.metadata.cache_status)
     Data validated against the caller's Pydantic model.
   </ResponseField>
 
-  <ResponseField name="result.metadata.cache_status" type='"HIT" | "MISS"' optional>
+  <ResponseField name="result.metadata" type="StagehandResultMetadata">
+    Metadata associated with the extraction.
+
+  <ResponseField name="result.metadata.cache_status" type="CacheStatus" optional>
     Whether server-side caching served or computed the result.
   </ResponseField>
 
   <ResponseField name="result.metadata.action_id" type="str" optional>
     The action ID associated with the extraction.
   </ResponseField>
+  </ResponseField>
 </ResponseField>
 
 </View>
diff --git a/packages/sdk-python/src/stagehand/stagehand.py b/packages/sdk-python/src/stagehand/stagehand.py
index 9d3d77509..d089b282e 100644
--- a/packages/sdk-python/src/stagehand/stagehand.py
+++ b/packages/sdk-python/src/stagehand/stagehand.py
@@ -12,6 +12,7 @@
 
 from pydantic import BaseModel
 
+from ._generated import models as generated_models
 from ._generated.models import (
     ActOptions,
     ActResult,
@@ -42,9 +43,6 @@
     TelemetryConfig,
     Variables,
 )
-from ._generated.models import (
-    ExtractResult as WireExtractResult,
-)
 from ._generated.models import (
     Locator as ProtocolLocator,
 )
@@ -567,7 +565,7 @@ async def extract(
         if options.model_fields_set:
             params.options = options
         result = await self._connected_rpc_client.send(
-            "stagehand.extract", params, WireExtractResult
+            "stagehand.extract", params, generated_models.ExtractResult
         )
         value = result.data.model_dump() if isinstance(result.data, BaseModel) else result.data
         return ExtractResult(
diff --git a/packages/sdk-python/tests/test_stagehand.py b/packages/sdk-python/tests/test_stagehand.py
index f708f4d87..9ced98679 100644
--- a/packages/sdk-python/tests/test_stagehand.py
+++ b/packages/sdk-python/tests/test_stagehand.py
@@ -253,18 +253,18 @@ async def test_stagehand_ai_methods_resolve_pages_and_validate_results(
     recording = RecordingRPCClient({
         "stagehand.init": StagehandInitResult(initialized=True, pages=[]),
         "context.active_page": PageRef(page_id="active-page"),
-        "stagehand.act": ActResult(
-            data=act_result,
-            metadata={"cache_status": "HIT"},
-        ),
-        "stagehand.observe": ObserveResult(
-            data=[action],
-            metadata={"cache_status": "MISS"},
-        ),
-        "stagehand.extract": ExtractResult(
-            data={"heading": "Example Domain"},
-            metadata={"cache_status": "HIT"},
-        ),
+        "stagehand.act": ActResult.model_validate({
+            "data": act_result,
+            "metadata": {"cache_status": "HIT"},
+        }),
+        "stagehand.observe": ObserveResult.model_validate({
+            "data": [action],
+            "metadata": {"cache_status": "MISS"},
+        }),
+        "stagehand.extract": ExtractResult.model_validate({
+            "data": {"heading": "Example Domain"},
+            "metadata": {"cache_status": "HIT"},
+        }),
     })
     model = ModelConfig.model_validate({"model_name": "openai/gpt-4.1-mini"})
     locator = ProtocolLocator(selector="main")
diff --git a/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts b/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
index c6ec6a9e8..9fa70d90f 100644
--- a/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
+++ b/packages/sdk-ts/tests/browser-runtime/stagehand-launch-connect-smoke.test.ts
@@ -469,16 +469,19 @@ describe("Stagehand TS SDK launch/connect smoke", () => {
     const result = await activeStagehand.act("Click the Submit button", { page });
 
     expect(result).toMatchObject({
-      success: true,
-      actionDescription: "Submit button",
-      actions: [
-        {
-          selector: expect.stringMatching(/^xpath=/),
-          description: "Submit button",
-          method: "click",
-          arguments: [],
-        },
-      ],
+      data: {
+        success: true,
+        actionDescription: "Submit button",
+        actions: [
+          {
+            selector: expect.stringMatching(/^xpath=/),
+            description: "Submit button",
+            method: "click",
+            arguments: [],
+          },
+        ],
+      },
+      metadata: {},
     });
     await expect(page.locator("#locator-output").textContent()).resolves.toBe("clicked:");
   });

From 10e8b6ff58efa41176df56d5eaf7289820901ab8 Mon Sep 17 00:00:00 2001
From: Sam F <43347795+monadoid@users.noreply.github.com>
Date: Tue, 28 Jul 2026 14:44:16 +0200
Subject: [PATCH 3/4] Fix AI result shape review findings

---
 packages/docs/v4/first-steps/ai-rules.mdx     |  4 +-
 packages/protocol/json-rpc/wire-casing.ts     | 25 +++++--
 packages/protocol/schema-registry.ts          |  2 +
 packages/protocol/schemas.ts                  | 38 ++++------
 .../tests/protocol/wire-casing.test.ts        | 60 +++++++++++++++
 packages/protocol/types.ts                    |  2 +
 packages/sdk-python/src/stagehand/__init__.py |  4 +
 .../sdk-python/src/stagehand/client_models.py | 11 ++-
 .../sdk-python/src/stagehand/stagehand.py     |  7 +-
 packages/sdk-python/tests/test_stagehand.py   | 19 +++--
 packages/sdk-ts/src/index.ts                  |  2 +
 packages/server/tests/act.test.ts             | 58 +++++++++++++++
 packages/server/tests/cache-service.test.ts   | 74 +++++++++++++++++++
 packages/server/tests/extract.test.ts         | 47 ++++++++++++
 rules/ast-grep/sdk-parity.test.ts             | 10 ++-
 15 files changed, 315 insertions(+), 48 deletions(-)
 create mode 100644 packages/server/tests/cache-service.test.ts

diff --git a/packages/docs/v4/first-steps/ai-rules.mdx b/packages/docs/v4/first-steps/ai-rules.mdx
index cfb06ca28..ae429b654 100644
--- a/packages/docs/v4/first-steps/ai-rules.mdx
+++ b/packages/docs/v4/first-steps/ai-rules.mdx
@@ -146,8 +146,8 @@ asyncio.run(main())
 
 ## Observe
 
-- `actions = await stagehand.observe(instruction="find the submit button")` returns
-  `{ data, metadata }`; `data` is a list of action objects.
+- `result = await stagehand.observe(instruction="find the submit button")` returns
+  `{ data, metadata }`; iterate over `result.data` to use the action objects.
 
 ## Don't
 
diff --git a/packages/protocol/json-rpc/wire-casing.ts b/packages/protocol/json-rpc/wire-casing.ts
index 6f8cd9f60..d947e0800 100644
--- a/packages/protocol/json-rpc/wire-casing.ts
+++ b/packages/protocol/json-rpc/wire-casing.ts
@@ -16,6 +16,11 @@ const defaultOpaqueKeys = new Set([
 export type WireCasingOptions = {
   /** API-side container keys whose nested, user-controlled keys must retain their casing. */
   readonly opaqueKeys?: readonly string[];
+  /**
+   * API-side container keys whose nested fields use normal protocol casing,
+   * even when the key is opaque by default.
+   */
+  readonly transformKeys?: readonly string[];
 };
 
 export function wireSchema<TSchema extends z.ZodType>(
@@ -28,7 +33,7 @@ export function wireSchema<TSchema extends z.ZodType>(
         ? camelcaseKeys(preserveApiAcronyms(value, options.opaqueKeys), {
             deep: true,
             preserveConsecutiveUppercase: true,
-            stopPaths: findOpaquePaths(value, options.opaqueKeys),
+            stopPaths: findOpaquePaths(value, options),
           })
         : value,
     schema,
@@ -36,7 +41,7 @@ export function wireSchema<TSchema extends z.ZodType>(
 }
 
 export function encodeWireValue(value: unknown, options: WireCasingOptions = {}) {
-  const opaqueKeys = new Set([...defaultOpaqueKeys, ...(options.opaqueKeys ?? [])]);
+  const opaqueKeys = resolveOpaqueKeys(options);
   return z.json().parse(
     isCaseable(value)
       ? snakecaseKeys(value, {
@@ -87,15 +92,11 @@ function toWirePropertyName(key: string): string {
   return Object.keys(snakecaseKeys({ [key]: null }, { deep: false }))[0] ?? key;
 }
 
-function findOpaquePaths(value: unknown, additionalOpaqueKeys: readonly string[] = []): string[] {
+function findOpaquePaths(value: unknown, options: WireCasingOptions = {}): string[] {
   const paths: string[] = [];
   const opaqueKeys = new Set(
     Object.keys(
-      snakecaseKeys(
-        Object.fromEntries(
-          [...defaultOpaqueKeys, ...additionalOpaqueKeys].map((key) => [key, null]),
-        ),
-      ),
+      snakecaseKeys(Object.fromEntries([...resolveOpaqueKeys(options)].map((key) => [key, null]))),
     ),
   );
 
@@ -120,6 +121,14 @@ function findOpaquePaths(value: unknown, additionalOpaqueKeys: readonly string[]
   return paths;
 }
 
+function resolveOpaqueKeys(options: WireCasingOptions): Set<string> {
+  const opaqueKeys = new Set([...defaultOpaqueKeys, ...(options.opaqueKeys ?? [])]);
+  for (const key of options.transformKeys ?? []) {
+    opaqueKeys.delete(key);
+  }
+  return opaqueKeys;
+}
+
 function preserveApiAcronyms(
   value: Record<string, unknown> | Record<string, unknown>[],
   additionalOpaqueKeys: readonly string[] = [],
diff --git a/packages/protocol/schema-registry.ts b/packages/protocol/schema-registry.ts
index d8c6ab4b2..f454a15aa 100644
--- a/packages/protocol/schema-registry.ts
+++ b/packages/protocol/schema-registry.ts
@@ -140,11 +140,13 @@ export const StagehandMethods = {
     name: "stagehand.act",
     params: StagehandActParamsSchema,
     result: ActResultSchema,
+    resultWire: { transformKeys: ["data"] },
   },
   stagehandObserve: {
     name: "stagehand.observe",
     params: StagehandObserveParamsSchema,
     result: ObserveResultSchema,
+    resultWire: { transformKeys: ["data"] },
   },
   stagehandExtract: {
     name: "stagehand.extract",
diff --git a/packages/protocol/schemas.ts b/packages/protocol/schemas.ts
index d078fd822..6a8e6627d 100644
--- a/packages/protocol/schemas.ts
+++ b/packages/protocol/schemas.ts
@@ -645,7 +645,7 @@ export const StagehandMetricsSchema = z
   })
   .meta({ id: "StagehandMetrics" });
 
-const CacheStatusSchema = z.enum(["HIT", "MISS"]).meta({ id: "CacheStatus" });
+export const CacheStatusSchema = z.enum(["HIT", "MISS"]).meta({ id: "CacheStatus" });
 
 /** Server-side caching configuration: a boolean toggle, or an object enabling
  * caching with an optional hit-count threshold (how many identical results
@@ -1215,24 +1215,21 @@ export const PageNavigationOptionsSchema = z
   .meta({ id: "PageNavigationOptions" });
 
 export const PageVoidResultSchema = z
-  .object({
+  .strictObject({
     ok: z.literal(true),
   })
-  .strict()
   .meta({ id: "PageVoidResult" });
 
 export const ContextVoidResultSchema = z
-  .object({
+  .strictObject({
     ok: z.literal(true),
   })
-  .strict()
   .meta({ id: "ContextVoidResult" });
 
 export const ContextCloseResultSchema = z
-  .object({
+  .strictObject({
     closed: z.literal(true),
   })
-  .strict()
   .meta({ id: "ContextCloseResult" });
 
 export const PageCoordinateResultSchema = z
@@ -1727,10 +1724,9 @@ export const StagehandInitResultSchema = z
   .meta({ id: "StagehandInitResult" });
 
 export const StagehandCloseResultSchema = z
-  .object({
+  .strictObject({
     closed: z.literal(true),
   })
-  .strict()
   .meta({ id: "StagehandCloseResult" });
 
 export const ContextPagesResultSchema = z.array(PageRefSchema).meta({ id: "ContextPagesResult" });
@@ -1770,10 +1766,9 @@ export const PageTitleResultSchema = z
   .meta({ id: "PageTitleResult" });
 
 export const PageCloseResultSchema = z
-  .object({
+  .strictObject({
     closed: z.literal(true),
   })
-  .strict()
   .meta({ id: "PageCloseResult" });
 
 export const PageDragAndDropResultSchema = z
@@ -1803,24 +1798,21 @@ export const PageWaitForSelectorResultSchema = z
   .meta({ id: "PageWaitForSelectorResult" });
 
 export const LocatorClickResultSchema = z
-  .object({
+  .strictObject({
     clicked: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorClickResult" });
 
 export const LocatorFillResultSchema = z
-  .object({
+  .strictObject({
     filled: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorFillResult" });
 
 export const LocatorHoverResultSchema = z
-  .object({
+  .strictObject({
     hovered: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorHoverResult" });
 
 export const LocatorCountResultSchema = z
@@ -1866,10 +1858,9 @@ export const LocatorTextContentResultSchema = z
   .meta({ id: "LocatorTextContentResult" });
 
 export const LocatorScrollToResultSchema = z
-  .object({
+  .strictObject({
     scrolled: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorScrollToResult" });
 
 export const LocatorCentroidResultSchema = z
@@ -1880,24 +1871,21 @@ export const LocatorCentroidResultSchema = z
   .meta({ id: "LocatorCentroidResult" });
 
 export const LocatorHighlightResultSchema = z
-  .object({
+  .strictObject({
     highlighted: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorHighlightResult" });
 
 export const LocatorSendClickEventResultSchema = z
-  .object({
+  .strictObject({
     clicked: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorSendClickEventResult" });
 
 export const LocatorTypeResultSchema = z
-  .object({
+  .strictObject({
     typed: z.literal(true),
   })
-  .strict()
   .meta({ id: "LocatorTypeResult" });
 
 export const LocatorSelectOptionResultSchema = z
diff --git a/packages/protocol/tests/protocol/wire-casing.test.ts b/packages/protocol/tests/protocol/wire-casing.test.ts
index 97254a488..cff89bd76 100644
--- a/packages/protocol/tests/protocol/wire-casing.test.ts
+++ b/packages/protocol/tests/protocol/wire-casing.test.ts
@@ -439,6 +439,66 @@ describe("JSON-RPC wire casing", () => {
     );
   });
 
+  it("cases structured act and observe result data while preserving extracted JSON", () => {
+    const act = StagehandMethods.stagehandAct;
+    const actApiValue = {
+      data: {
+        success: true,
+        message: "Clicked the button",
+        actionDescription: "Clicked submit",
+        actions: [{ selector: "#submit", description: "Submit" }],
+      },
+      metadata: { cacheStatus: "MISS" as const },
+    };
+    const actWireValue = {
+      data: {
+        success: true,
+        message: "Clicked the button",
+        action_description: "Clicked submit",
+        actions: [{ selector: "#submit", description: "Submit" }],
+      },
+      metadata: { cache_status: "MISS" },
+    };
+
+    expect(encodeWireValue(actApiValue, act.resultWire)).toStrictEqual(actWireValue);
+    expect(wireSchema(act.result, act.resultWire).parse(actWireValue)).toStrictEqual(actApiValue);
+
+    const observe = StagehandMethods.stagehandObserve;
+    const observeApiValue = {
+      data: [
+        {
+          selector: "#submit",
+          description: "Submit",
+          method: "click",
+          arguments: ["withValue"],
+        },
+      ],
+      metadata: { actionId: "action_1" },
+    };
+    const observeWireValue = {
+      data: [
+        {
+          selector: "#submit",
+          description: "Submit",
+          method: "click",
+          arguments: ["withValue"],
+        },
+      ],
+      metadata: { action_id: "action_1" },
+    };
+
+    expect(encodeWireValue(observeApiValue, observe.resultWire)).toStrictEqual(observeWireValue);
+    expect(wireSchema(observe.result, observe.resultWire).parse(observeWireValue)).toStrictEqual(
+      observeApiValue,
+    );
+
+    const extract = StagehandMethods.stagehandExtract;
+    const extractWireValue = { data: { callerChosenKey: 1 }, metadata: {} };
+    expect(wireSchema(extract.result, extract.resultWire).parse(extractWireValue)).toStrictEqual(
+      extractWireValue,
+    );
+  });
+
   it("keeps every generated method and notification shape snake_case", async () => {
     const protocol = JSON.parse(await readFile(schemaUrl, "utf8")) as Record<string, unknown>;
     const properties = asRecord(protocol.properties);
diff --git a/packages/protocol/types.ts b/packages/protocol/types.ts
index 41edfcb8c..927ec27d2 100644
--- a/packages/protocol/types.ts
+++ b/packages/protocol/types.ts
@@ -27,6 +27,7 @@ import type {
   BrowserbaseRegionSchema,
   BrowserbaseSessionCreateParamsSchema,
   BrowserbaseViewportSchema,
+  CacheStatusSchema,
   CachingSchema,
   CerebrasModelIdSchema,
   CerebrasModelNameSchema,
@@ -325,6 +326,7 @@ export type LocatorSendClickEventParams = z.infer<typeof LocatorSendClickEventPa
 export type LocatorTypeParams = z.infer<typeof LocatorTypeParamsSchema>;
 export type LocatorSelectOptionParams = z.infer<typeof LocatorSelectOptionParamsSchema>;
 export type StagehandPingResult = z.infer<typeof StagehandPingResultSchema>;
+export type CacheStatus = z.infer<typeof CacheStatusSchema>;
 export type StagehandResultMetadata = z.infer<typeof StagehandResultMetadataSchema>;
 export type RuntimeConfigureResult = z.infer<typeof RuntimeConfigureResultSchema>;
 export type RuntimeLoopbackStatusResult = z.infer<typeof RuntimeLoopbackStatusResultSchema>;
diff --git a/packages/sdk-python/src/stagehand/__init__.py b/packages/sdk-python/src/stagehand/__init__.py
index 8be05c48c..fe7aff046 100644
--- a/packages/sdk-python/src/stagehand/__init__.py
+++ b/packages/sdk-python/src/stagehand/__init__.py
@@ -9,6 +9,7 @@
     BrowserbaseProxyConfig,
     BrowserbaseRegion,
     BrowserGetVersionResult,
+    CacheStatus,
     Caret,
     Cookie,
     CookieParam,
@@ -31,6 +32,7 @@
     Scale,
     StagehandMetrics,
     StagehandPingResult,
+    StagehandResultMetadata,
     State,
     TelemetryConfig,
     Variables,
@@ -66,6 +68,7 @@
     "BrowserbaseBrowserSettings",
     "BrowserbaseProxyConfig",
     "BrowserbaseRegion",
+    "CacheStatus",
     "CacheOptions",
     "Caret",
     "Cookie",
@@ -99,6 +102,7 @@
     "StagehandClientLoggingConfig",
     "StagehandMetrics",
     "StagehandPingResult",
+    "StagehandResultMetadata",
     "State",
     "TelemetryConfig",
     "Variables",
diff --git a/packages/sdk-python/src/stagehand/client_models.py b/packages/sdk-python/src/stagehand/client_models.py
index 34487e8de..be77ddbae 100644
--- a/packages/sdk-python/src/stagehand/client_models.py
+++ b/packages/sdk-python/src/stagehand/client_models.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from collections.abc import Awaitable, Callable
-from typing import Annotated, Generic, Literal, TypeVar
+from typing import Annotated, Any, Generic, Literal, TypeVar
 
 from pydantic import BaseModel, ConfigDict, Field, model_validator
 
@@ -33,6 +33,15 @@ class ExtractResult(WireModel, Generic[ExtractData]):
     metadata: StagehandResultMetadata
 
 
+class ExtractWireResult(WireModel):
+    """Internal extract response model that preserves arbitrary JSON values."""
+
+    model_config = ConfigDict(extra="forbid")
+
+    data: Any
+    metadata: StagehandResultMetadata
+
+
 class LocalProxyConfig(WireModel):
     model_config = ConfigDict(extra="forbid")
 
diff --git a/packages/sdk-python/src/stagehand/stagehand.py b/packages/sdk-python/src/stagehand/stagehand.py
index d089b282e..92fac9545 100644
--- a/packages/sdk-python/src/stagehand/stagehand.py
+++ b/packages/sdk-python/src/stagehand/stagehand.py
@@ -12,7 +12,6 @@
 
 from pydantic import BaseModel
 
-from ._generated import models as generated_models
 from ._generated.models import (
     ActOptions,
     ActResult,
@@ -55,6 +54,7 @@
     CdpBrowserSource,
     ClientLLM,
     ExtractResult,
+    ExtractWireResult,
     LLMGenerateCallback,
     LocalBrowserSource,
     LocalProxyConfig,
@@ -565,11 +565,10 @@ async def extract(
         if options.model_fields_set:
             params.options = options
         result = await self._connected_rpc_client.send(
-            "stagehand.extract", params, generated_models.ExtractResult
+            "stagehand.extract", params, ExtractWireResult
         )
-        value = result.data.model_dump() if isinstance(result.data, BaseModel) else result.data
         return ExtractResult(
-            data=schema.model_validate(value),
+            data=schema.model_validate(result.data),
             metadata=result.metadata,
         )
 
diff --git a/packages/sdk-python/tests/test_stagehand.py b/packages/sdk-python/tests/test_stagehand.py
index 9ced98679..76e8d3063 100644
--- a/packages/sdk-python/tests/test_stagehand.py
+++ b/packages/sdk-python/tests/test_stagehand.py
@@ -6,7 +6,7 @@
 from typing import TypeVar, cast
 
 import pytest
-from pydantic import BaseModel
+from pydantic import BaseModel, StrictInt
 
 from stagehand import LLMGenerateInput, LLMGenerateOutput, Page, ProtocolLocator, Stagehand
 from stagehand._generated.models import (
@@ -14,8 +14,8 @@
     ActResult,
     ActResultData,
     BrowserGetVersionResult,
+    CacheStatus,
     ClientModelReference,
-    ExtractResult,
     KnownModelConfig,
     LLMGenerateParams,
     LLMGenerateResult,
@@ -36,6 +36,7 @@
     StagehandMetrics,
     StagehandObserveParams,
     StagehandPingResult,
+    StagehandResultMetadata,
 )
 from stagehand.browser_source import ResolvedBrowserSource
 from stagehand.cdp_client import CDPConnectionClosedError
@@ -56,6 +57,7 @@
 
 class PageInfo(BaseModel):
     heading: str
+    count: StrictInt
 
 
 def test_stagehand_constructor_builds_private_browser_and_model_models() -> None:
@@ -261,10 +263,12 @@ async def test_stagehand_ai_methods_resolve_pages_and_validate_results(
             "data": [action],
             "metadata": {"cache_status": "MISS"},
         }),
-        "stagehand.extract": ExtractResult.model_validate({
-            "data": {"heading": "Example Domain"},
-            "metadata": {"cache_status": "HIT"},
-        }),
+        # Keep this as raw wire JSON: extract() must preserve integer values
+        # until the caller's Pydantic schema validates them.
+        "stagehand.extract": {
+            "data": {"heading": "Example Domain", "count": 1},
+            "metadata": StagehandResultMetadata(cache_status=CacheStatus.hit),
+        },
     })
     model = ModelConfig.model_validate({"model_name": "openai/gpt-4.1-mini"})
     locator = ProtocolLocator(selector="main")
@@ -302,7 +306,8 @@ async def connect(**_: object) -> RPCClient:
     assert action_result.metadata.cache_status == "HIT"
     assert actions.data == [action]
     assert actions.metadata.cache_status == "MISS"
-    assert page_info.data == PageInfo(heading="Example Domain")
+    assert page_info.data == PageInfo(heading="Example Domain", count=1)
+    assert isinstance(page_info.data.count, int)
     assert page_info.metadata.cache_status == "HIT"
     assert [call[0] for call in recording.calls] == [
         "stagehand.init",
diff --git a/packages/sdk-ts/src/index.ts b/packages/sdk-ts/src/index.ts
index 172dc79c2..32261c877 100644
--- a/packages/sdk-ts/src/index.ts
+++ b/packages/sdk-ts/src/index.ts
@@ -17,10 +17,12 @@ export { Stagehand, type ExtractResult } from "./stagehand.js";
 export type {
   ActResult,
   BrowserGetVersionResult,
+  CacheStatus,
   ObserveResult,
   RuntimeLoopbackStatusResult,
   StagehandMetrics,
   StagehandPingResult,
+  StagehandResultMetadata,
 } from "../../protocol/types.js";
 export {
   BrowserSourceSchema,
diff --git a/packages/server/tests/act.test.ts b/packages/server/tests/act.test.ts
index 4c34d526c..e9afc6dc3 100644
--- a/packages/server/tests/act.test.ts
+++ b/packages/server/tests/act.test.ts
@@ -2,6 +2,7 @@ import { trace } from "@opentelemetry/api";
 import { beforeEach, describe, expect, it, vi } from "vitest";
 import { z } from "zod/v4";
 import type { LLMGenerateParams, LLMGenerateResult } from "../../protocol/types.js";
+import type { CacheClient } from "../clients/cacheClient.js";
 import {
   performUnderstudyMethod,
   waitForDomNetworkQuiet,
@@ -274,6 +275,63 @@ describe("act service", () => {
     });
   });
 
+  it("persists successful actions and replays them from cache", async () => {
+    const frame = {
+      frameId: "frame-1",
+      getAccessibilityTree: vi.fn(async () => []),
+    };
+    const captureSnapshot = vi.fn(async () => snapshot("0-12", "/html/body/button"));
+    const page = {
+      ...actPage(frame, captureSnapshot),
+      url: () => "https://example.com",
+      frames: () => [frame],
+    } as unknown as Page;
+    const get = vi.fn().mockResolvedValueOnce({ hit: false, cacheKey: "key" });
+    const set = vi.fn().mockResolvedValue({ written: true, cacheKey: "key" });
+    const cache = {
+      sessionId: "session-1",
+      client: { get, set } as unknown as CacheClient,
+      defaultCaching: true as const,
+    };
+    const clientLLMGenerate = vi.fn(
+      async (): Promise<LLMGenerateResult> =>
+        actGeneration({
+          elementId: "0-12",
+          description: "Submit button",
+          method: "click",
+          arguments: [],
+        }),
+    );
+
+    const miss = await actService.act({
+      params: { pageId: "page-1", input: "Click submit" },
+      page,
+      model: { source: "client" },
+      clientLLMGenerate,
+      logger: testLogger(),
+      cache,
+    });
+
+    expect(miss.metadata.cacheStatus).toBe("MISS");
+    expect(set).toHaveBeenCalledWith(expect.objectContaining({ value: miss.data.actions }));
+
+    get.mockResolvedValueOnce({ hit: true, value: miss.data.actions, cacheKey: "key" });
+    clientLLMGenerate.mockClear();
+
+    const hit = await actService.act({
+      params: { pageId: "page-1", input: "Click submit" },
+      page,
+      model: { source: "client" },
+      clientLLMGenerate,
+      logger: testLogger(),
+      cache,
+    });
+
+    expect(hit.metadata.cacheStatus).toBe("HIT");
+    expect(hit.data.actions).toStrictEqual(miss.data.actions);
+    expect(clientLLMGenerate).not.toHaveBeenCalled();
+  });
+
   it("respects the act timeout across page preparation", async () => {
     const now = vi
       .spyOn(Date, "now")
diff --git a/packages/server/tests/cache-service.test.ts b/packages/server/tests/cache-service.test.ts
new file mode 100644
index 000000000..457c8bd7c
--- /dev/null
+++ b/packages/server/tests/cache-service.test.ts
@@ -0,0 +1,74 @@
+import { trace } from "@opentelemetry/api";
+import { describe, expect, it, vi } from "vitest";
+import type { CacheClient } from "../clients/cacheClient.js";
+import { StagehandLogger } from "../logger.js";
+import * as cacheService from "../services/cacheService.js";
+import type { Frame } from "../understudy/frame.js";
+
+describe("cache service", () => {
+  it("marks a cache hit without executing the live request", async () => {
+    const get = vi.fn().mockResolvedValue({ hit: true, value: { answer: 42 }, cacheKey: "key" });
+    const execute = vi.fn();
+
+    const result = await cacheService.withCache({
+      method: "extract",
+      page: cachePage(),
+      data: { instruction: "Extract the answer" },
+      caching: true,
+      context: cacheContext(get, vi.fn()),
+      logger: testLogger(),
+      onHit: (value) => ({ data: value, metadata: {} }),
+      execute,
+    });
+
+    expect(result).toStrictEqual({ data: { answer: 42 }, metadata: { cacheStatus: "HIT" } });
+    expect(execute).not.toHaveBeenCalled();
+  });
+
+  it("marks a miss and persists the cache value", async () => {
+    const get = vi.fn().mockResolvedValue({ hit: false, cacheKey: "key" });
+    const set = vi.fn().mockResolvedValue({ written: true, cacheKey: "key" });
+    const execute = vi.fn().mockResolvedValue({
+      result: { data: { answer: 42 }, metadata: {} },
+      cacheValue: { answer: 42 },
+    });
+
+    const result = await cacheService.withCache({
+      method: "extract",
+      page: cachePage(),
+      data: { instruction: "Extract the answer" },
+      caching: true,
+      context: cacheContext(get, set),
+      logger: testLogger(),
+      onHit: (value) => ({ data: value, metadata: {} }),
+      execute,
+    });
+
+    expect(result).toStrictEqual({ data: { answer: 42 }, metadata: { cacheStatus: "MISS" } });
+    expect(set).toHaveBeenCalledWith(expect.objectContaining({ value: { answer: 42 } }));
+  });
+});
+
+function cacheContext(get: ReturnType<typeof vi.fn>, set: ReturnType<typeof vi.fn>) {
+  return {
+    sessionId: "session-1",
+    client: { get, set } as unknown as CacheClient,
+    defaultCaching: false,
+  };
+}
+
+function cachePage() {
+  const frame = {
+    frameId: "frame-1",
+    getAccessibilityTree: async () => [],
+  } as unknown as Frame;
+  return {
+    url: () => "https://example.com",
+    frames: () => [frame],
+    mainFrame: () => frame,
+  };
+}
+
+function testLogger(): StagehandLogger {
+  return new StagehandLogger({ tracer: trace.getTracer("cache-service-test") }, () => {});
+}
diff --git a/packages/server/tests/extract.test.ts b/packages/server/tests/extract.test.ts
index 6a9903c53..b4ff11362 100644
--- a/packages/server/tests/extract.test.ts
+++ b/packages/server/tests/extract.test.ts
@@ -1,7 +1,10 @@
+import { trace } from "@opentelemetry/api";
 import { describe, expect, it, vi } from "vitest";
 import { z } from "zod/v4";
 import type { LLMGenerateParams, LLMGenerateResult } from "../../protocol/types.js";
 import { extract } from "../inference.js";
+import { StagehandLogger } from "../logger.js";
+import * as extractService from "../services/extractService.js";
 
 describe("extract inference", () => {
   it("runs extraction and completion metadata through structured LLM calls", async () => {
@@ -93,3 +96,47 @@ describe("extract inference", () => {
     ).rejects.toThrow();
   });
 });
+
+describe("extract service", () => {
+  it("returns the standard data and metadata result shape", async () => {
+    const generate = vi.fn(async (params: LLMGenerateParams): Promise<LLMGenerateResult> => {
+      const name = params.responseFormat?.type === "json_schema" && params.responseFormat.name;
+      if (name === "Extraction") {
+        return {
+          role: "assistant",
+          content: { type: "text", text: "structured extraction" },
+          outputFormat: "json_schema",
+          structuredContent: { count: 1 },
+          usage: { inputTokens: 1, outputTokens: 1, totalTokens: 2 },
+        };
+      }
+      return {
+        role: "assistant",
+        content: { type: "text", text: "metadata" },
+        outputFormat: "json_schema",
+        structuredContent: { progress: "Extracted the count", completed: true },
+        usage: { inputTokens: 1, outputTokens: 1, totalTokens: 2 },
+      };
+    });
+
+    const result = await extractService.extract({
+      params: {
+        pageId: "page-1",
+        instruction: "Extract the count",
+        schema: z.json().parse(z.toJSONSchema(z.object({ count: z.number() }))),
+      },
+      page: {
+        captureSnapshot: async () => ({
+          combinedTree: "[0-1] text: 1",
+          combinedXpathMap: {},
+          combinedUrlMap: {},
+        }),
+      },
+      model: { source: "client" },
+      clientLLMGenerate: generate,
+      logger: new StagehandLogger({ tracer: trace.getTracer("extract-service-test") }, () => {}),
+    });
+
+    expect(result).toStrictEqual({ data: { count: 1 }, metadata: {} });
+  });
+});
diff --git a/rules/ast-grep/sdk-parity.test.ts b/rules/ast-grep/sdk-parity.test.ts
index 401b8ba10..6dd2f5ae3 100644
--- a/rules/ast-grep/sdk-parity.test.ts
+++ b/rules/ast-grep/sdk-parity.test.ts
@@ -18,6 +18,12 @@ const pythonSource = new URL("../../packages/sdk-python/src/stagehand/", import.
 const protocolUrl = new URL("../../packages/protocol/stagehand.v4.json", import.meta.url);
 const registryUrl = new URL("../../packages/protocol/schema-registry.ts", import.meta.url);
 
+// Extracted JSON is intentionally decoded through a dedicated wire model so
+// Pydantic receives raw JSON values instead of the generated JSON union.
+const pythonWireResultModels: Readonly<Record<string, string>> = {
+  "stagehand.extract": "ExtractWireResult",
+};
+
 type SdkLanguage = "typescript" | "python";
 
 type ProtocolMethod = {
@@ -270,7 +276,9 @@ describe("All language SDK operations remain in sync", () => {
       if (!protocolMethod) continue;
 
       const expectedParams = referencedModel(protocolMethod.properties.params.$ref);
-      const expectedResult = referencedModel(protocolMethod.properties.result.$ref);
+      const expectedResult =
+        pythonWireResultModels[call.method] ??
+        referencedModel(protocolMethod.properties.result.$ref);
       const paramsModel = pythonModelName(call.params, call.scope, call.module);
       const resultModel = pythonModelName(call.result, call.scope, call.module);
 

From b96d99b984d2d6dc8c1f9f407d5307fb3259c43c Mon Sep 17 00:00:00 2001
From: Sam F <43347795+monadoid@users.noreply.github.com>
Date: Tue, 28 Jul 2026 19:48:58 +0200
Subject: [PATCH 4/4] Fix internal extract model and Go result parity

---
 packages/sdk-go/client_test.go                |   2 +-
 packages/sdk-go/examples/act.go               |   4 +-
 packages/sdk-go/examples/caching.go           |   4 +-
 packages/sdk-go/examples/custom-llm.go        |   6 +--
 packages/sdk-go/examples/extract.go           |   9 +++-
 packages/sdk-go/examples/observe.go           |   2 +-
 .../extensionassets/stagehand-extension.zip   | Bin 420793 -> 421194 bytes
 packages/sdk-go/models.gen.go                 |  45 ++++++++++--------
 packages/sdk-go/stagehand.go                  |  34 ++++++-------
 .../sdk-python/src/stagehand/client_models.py |   2 +-
 .../sdk-python/src/stagehand/stagehand.py     |   4 +-
 rules/ast-grep/sdk-parity.test.ts             |   8 ++--
 12 files changed, 64 insertions(+), 56 deletions(-)

diff --git a/packages/sdk-go/client_test.go b/packages/sdk-go/client_test.go
index 13e21b8d9..d81606e7b 100644
--- a/packages/sdk-go/client_test.go
+++ b/packages/sdk-go/client_test.go
@@ -81,7 +81,7 @@ func TestThinClientUsesGeneratedBoundaryTypes(t *testing.T) {
 		"stagehand.init":      StagehandInitResult{Initialized: true},
 		"context.active_page": PageRef{PageID: "page-1"},
 		"page.goto":           PageRef{PageID: "page-1"},
-		"stagehand.act": ActResult{Result: ActResultData{
+		"stagehand.act": ActResult{Data: ActResultData{
 			Success: true, Message: "clicked", ActionDescription: "click", Actions: []Action{},
 		}},
 		"stagehand.close": StagehandCloseResult{Closed: true},
diff --git a/packages/sdk-go/examples/act.go b/packages/sdk-go/examples/act.go
index e19ff9153..c7bf86786 100644
--- a/packages/sdk-go/examples/act.go
+++ b/packages/sdk-go/examples/act.go
@@ -59,8 +59,8 @@ func run(ctx context.Context) (err error) {
 		return err
 	}
 	fmt.Println(string(output))
-	if !result.Success {
-		return fmt.Errorf("act failed: %s", result.Message)
+	if !result.Data.Success {
+		return fmt.Errorf("act failed: %s", result.Data.Message)
 	}
 	return nil
 }
diff --git a/packages/sdk-go/examples/caching.go b/packages/sdk-go/examples/caching.go
index 8538e04e8..92d79be0f 100644
--- a/packages/sdk-go/examples/caching.go
+++ b/packages/sdk-go/examples/caching.go
@@ -88,7 +88,7 @@ func run(ctx context.Context) (err error) {
 	}
 	extractCompanies := func() (companies, time.Duration, error) {
 		start := time.Now()
-		raw, extractErr := client.Extract(
+		extractResult, extractErr := client.Extract(
 			ctx,
 			"Extract the names and descriptions of the first five companies listed on the page",
 			companiesSchema,
@@ -98,7 +98,7 @@ func run(ctx context.Context) (err error) {
 			return companies{}, time.Since(start), extractErr
 		}
 		var result companies
-		if decodeErr := json.Unmarshal(raw, &result); decodeErr != nil {
+		if decodeErr := json.Unmarshal(extractResult.Data, &result); decodeErr != nil {
 			return companies{}, time.Since(start), decodeErr
 		}
 		return result, time.Since(start), nil
diff --git a/packages/sdk-go/examples/custom-llm.go b/packages/sdk-go/examples/custom-llm.go
index a8b9c03fe..46e36d892 100644
--- a/packages/sdk-go/examples/custom-llm.go
+++ b/packages/sdk-go/examples/custom-llm.go
@@ -78,11 +78,11 @@ func run(ctx context.Context) (err error) {
 		return err
 	}
 	fmt.Println(string(output))
-	if len(actions) == 0 {
+	if len(actions.Data) == 0 {
 		return errors.New("observe returned no matching actions")
 	}
-	if !actionResult.Success {
-		return fmt.Errorf("act failed: %s", actionResult.Message)
+	if !actionResult.Data.Success {
+		return fmt.Errorf("act failed: %s", actionResult.Data.Message)
 	}
 	return nil
 }
diff --git a/packages/sdk-go/examples/extract.go b/packages/sdk-go/examples/extract.go
index 2e4b031f2..81704cc7d 100644
--- a/packages/sdk-go/examples/extract.go
+++ b/packages/sdk-go/examples/extract.go
@@ -61,12 +61,17 @@ func run(ctx context.Context) (err error) {
 		return err
 	}
 
-	raw, err := client.Extract(ctx, "Extract the page heading and description", pageInfoSchema, nil)
+	result, err := client.Extract(
+		ctx,
+		"Extract the page heading and description",
+		pageInfoSchema,
+		nil,
+	)
 	if err != nil {
 		return err
 	}
 	var info pageInfo
-	if err := json.Unmarshal(raw, &info); err != nil {
+	if err := json.Unmarshal(result.Data, &info); err != nil {
 		return fmt.Errorf("decode extracted page info: %w", err)
 	}
 	output, err := json.MarshalIndent(info, "", "  ")
diff --git a/packages/sdk-go/examples/observe.go b/packages/sdk-go/examples/observe.go
index 93bb64491..7c7123a30 100644
--- a/packages/sdk-go/examples/observe.go
+++ b/packages/sdk-go/examples/observe.go
@@ -56,7 +56,7 @@ func run(ctx context.Context) (err error) {
 		return err
 	}
 	fmt.Println(string(output))
-	if len(actions) == 0 {
+	if len(actions.Data) == 0 {
 		return errors.New("observe returned no matching actions")
 	}
 	return nil
diff --git a/packages/sdk-go/internal/extensionassets/stagehand-extension.zip b/packages/sdk-go/internal/extensionassets/stagehand-extension.zip
index b1c3d8af278c1720c2b4ec93119c4e35677e9b84..d043c35844cca10761d1f9dee834e17dd5f5c9c3 100644
GIT binary patch
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diff --git a/packages/sdk-go/models.gen.go b/packages/sdk-go/models.gen.go
index 4a56ac534..13343442e 100644
--- a/packages/sdk-go/models.gen.go
+++ b/packages/sdk-go/models.gen.go
@@ -25,14 +25,11 @@ type ActOptions struct {
 }
 
 type ActResult struct {
-	// Action ID for tracking
-	ActionID *string `json:"action_id,omitempty,omitzero"`
-
-	// Server-side cache status for this result
-	CacheStatus *CacheStatus `json:"cache_status,omitempty,omitzero"`
+	// Data corresponds to the JSON schema field "data".
+	Data ActResultData `json:"data"`
 
-	// Result corresponds to the JSON schema field "result".
-	Result ActResultData `json:"result"`
+	// Metadata corresponds to the JSON schema field "metadata".
+	Metadata StagehandResultMetadata `json:"metadata"`
 }
 
 type ActResultData struct {
@@ -536,14 +533,11 @@ type ExtractOptions struct {
 }
 
 type ExtractResult struct {
-	// Action ID for tracking
-	ActionID *string `json:"action_id,omitempty,omitzero"`
-
-	// Server-side cache status for this result
-	CacheStatus *CacheStatus `json:"cache_status,omitempty,omitzero"`
+	// Data corresponds to the JSON schema field "data".
+	Data json.RawMessage `json:"data"`
 
-	// Result corresponds to the JSON schema field "result".
-	Result json.RawMessage `json:"result"`
+	// Metadata corresponds to the JSON schema field "metadata".
+	Metadata StagehandResultMetadata `json:"metadata"`
 }
 
 type GoogleModelName string
@@ -1105,14 +1099,11 @@ type ObserveOptions struct {
 }
 
 type ObserveResult struct {
-	// Action ID for tracking
-	ActionID *string `json:"action_id,omitempty,omitzero"`
-
-	// Server-side cache status for this result
-	CacheStatus *CacheStatus `json:"cache_status,omitempty,omitzero"`
+	// Data corresponds to the JSON schema field "data".
+	Data []Action `json:"data"`
 
-	// Result corresponds to the JSON schema field "result".
-	Result []Action `json:"result"`
+	// Metadata corresponds to the JSON schema field "metadata".
+	Metadata StagehandResultMetadata `json:"metadata"`
 }
 
 type OpenAIModelName string
@@ -1817,6 +1808,14 @@ type StagehandPingResult struct {
 	Runtime string `json:"runtime"`
 }
 
+type StagehandResultMetadata struct {
+	// Action ID for tracking
+	ActionID *string `json:"action_id,omitempty,omitzero"`
+
+	// Server-side cache status for this result
+	CacheStatus *CacheStatus `json:"cache_status,omitempty,omitzero"`
+}
+
 type TelemetryConfig struct {
 	// Traces corresponds to the JSON schema field "traces".
 	Traces TelemetryTraces `json:"traces"`
@@ -2427,6 +2426,10 @@ type generatedModelCatalog struct {
 	// StagehandPingResult corresponds to the JSON schema field "StagehandPingResult".
 	StagehandPingResult *StagehandPingResult `json:"StagehandPingResult,omitempty,omitzero"`
 
+	// StagehandResultMetadata corresponds to the JSON schema field
+	// "StagehandResultMetadata".
+	StagehandResultMetadata *StagehandResultMetadata `json:"StagehandResultMetadata,omitempty,omitzero"`
+
 	// TelemetryConfig corresponds to the JSON schema field "TelemetryConfig".
 	TelemetryConfig *TelemetryConfig `json:"TelemetryConfig,omitempty,omitzero"`
 
diff --git a/packages/sdk-go/stagehand.go b/packages/sdk-go/stagehand.go
index 9a66268a5..2175ac43a 100644
--- a/packages/sdk-go/stagehand.go
+++ b/packages/sdk-go/stagehand.go
@@ -92,14 +92,14 @@ func (s *Stagehand) Act(
 	ctx context.Context,
 	input string,
 	options *StagehandClientActOptions,
-) (ActResultData, error) {
+) (ActResult, error) {
 	rpc, err := s.connectedProtocol()
 	if err != nil {
-		return ActResultData{}, err
+		return ActResult{}, err
 	}
 	page, err := s.targetPage(ctx, pageFromActOptions(options))
 	if err != nil {
-		return ActResultData{}, err
+		return ActResult{}, err
 	}
 	params := StagehandActParams{PageID: page.PageID(), Input: input}
 	if options != nil {
@@ -107,9 +107,9 @@ func (s *Stagehand) Act(
 	}
 	var result ActResult
 	if err := rpc.call(ctx, "stagehand.act", params, &result); err != nil {
-		return ActResultData{}, err
+		return ActResult{}, err
 	}
-	return result.Result, nil
+	return result, nil
 }
 
 // Observe finds actions on the selected or active page.
@@ -117,14 +117,14 @@ func (s *Stagehand) Observe(
 	ctx context.Context,
 	instruction *string,
 	options *StagehandClientObserveOptions,
-) ([]Action, error) {
+) (ObserveResult, error) {
 	rpc, err := s.connectedProtocol()
 	if err != nil {
-		return nil, err
+		return ObserveResult{}, err
 	}
 	page, err := s.targetPage(ctx, pageFromObserveOptions(options))
 	if err != nil {
-		return nil, err
+		return ObserveResult{}, err
 	}
 	params := StagehandObserveParams{PageID: page.PageID(), Instruction: instruction}
 	if options != nil {
@@ -132,9 +132,9 @@ func (s *Stagehand) Observe(
 	}
 	var result ObserveResult
 	if err := rpc.call(ctx, "stagehand.observe", params, &result); err != nil {
-		return nil, err
+		return ObserveResult{}, err
 	}
-	return result.Result, nil
+	return result, nil
 }
 
 // Extract returns the generated protocol's dynamic JSON result for the
@@ -144,14 +144,14 @@ func (s *Stagehand) Extract(
 	instruction string,
 	schema json.RawMessage,
 	options *StagehandClientExtractOptions,
-) (json.RawMessage, error) {
+) (ExtractResult, error) {
 	rpc, err := s.connectedProtocol()
 	if err != nil {
-		return nil, err
+		return ExtractResult{}, err
 	}
 	page, err := s.targetPage(ctx, pageFromExtractOptions(options))
 	if err != nil {
-		return nil, err
+		return ExtractResult{}, err
 	}
 	params := StagehandExtractParams{
 		PageID: page.PageID(), Instruction: instruction, Schema: schema,
@@ -161,9 +161,9 @@ func (s *Stagehand) Extract(
 	}
 	var result ExtractResult
 	if err := rpc.call(ctx, "stagehand.extract", params, &result); err != nil {
-		return nil, err
+		return ExtractResult{}, err
 	}
-	return result.Result, nil
+	return result, nil
 }
 
 // ExtractAs decodes an Extract result into a caller-selected Go type.
@@ -175,11 +175,11 @@ func ExtractAs[T any](
 	options *StagehandClientExtractOptions,
 ) (T, error) {
 	var value T
-	raw, err := client.Extract(ctx, instruction, schema, options)
+	result, err := client.Extract(ctx, instruction, schema, options)
 	if err != nil {
 		return value, err
 	}
-	if err := json.Unmarshal(raw, &value); err != nil {
+	if err := json.Unmarshal(result.Data, &value); err != nil {
 		return value, fmt.Errorf("decode stagehand.extract result: %w", err)
 	}
 	return value, nil
diff --git a/packages/sdk-python/src/stagehand/client_models.py b/packages/sdk-python/src/stagehand/client_models.py
index be77ddbae..e66cc303d 100644
--- a/packages/sdk-python/src/stagehand/client_models.py
+++ b/packages/sdk-python/src/stagehand/client_models.py
@@ -33,7 +33,7 @@ class ExtractResult(WireModel, Generic[ExtractData]):
     metadata: StagehandResultMetadata
 
 
-class ExtractWireResult(WireModel):
+class _ExtractWireResult(WireModel):
     """Internal extract response model that preserves arbitrary JSON values."""
 
     model_config = ConfigDict(extra="forbid")
diff --git a/packages/sdk-python/src/stagehand/stagehand.py b/packages/sdk-python/src/stagehand/stagehand.py
index 92fac9545..df142ff64 100644
--- a/packages/sdk-python/src/stagehand/stagehand.py
+++ b/packages/sdk-python/src/stagehand/stagehand.py
@@ -54,7 +54,6 @@
     CdpBrowserSource,
     ClientLLM,
     ExtractResult,
-    ExtractWireResult,
     LLMGenerateCallback,
     LocalBrowserSource,
     LocalProxyConfig,
@@ -62,6 +61,7 @@
     StagehandClientInitParams,
     StagehandClientLoggingConfig,
     _cache_config,
+    _ExtractWireResult,
     _model_config,
 )
 from .page import Page
@@ -565,7 +565,7 @@ async def extract(
         if options.model_fields_set:
             params.options = options
         result = await self._connected_rpc_client.send(
-            "stagehand.extract", params, ExtractWireResult
+            "stagehand.extract", params, _ExtractWireResult
         )
         return ExtractResult(
             data=schema.model_validate(result.data),
diff --git a/rules/ast-grep/sdk-parity.test.ts b/rules/ast-grep/sdk-parity.test.ts
index 5c4dca1a6..6f57fdfed 100644
--- a/rules/ast-grep/sdk-parity.test.ts
+++ b/rules/ast-grep/sdk-parity.test.ts
@@ -35,7 +35,7 @@ const registryUrl = new URL("../../packages/protocol/schema-registry.ts", import
 // Extracted JSON is intentionally decoded through a dedicated wire model so
 // Pydantic receives raw JSON values instead of the generated JSON union.
 const pythonWireResultModels: Readonly<Record<string, string>> = {
-  "stagehand.extract": "ExtractWireResult",
+  "stagehand.extract": "_ExtractWireResult",
 };
 
 type SdkLanguage = "go" | "typescript" | "python";
@@ -888,16 +888,16 @@ function pythonModelName(
       .replace(/\.model_validate$/, "")
       .split(".")
       .at(-1);
-    return model && /^[A-Z]/u.test(model) ? model : undefined;
+    return model && /^_?[A-Z]/u.test(model) ? model : undefined;
   }
 
   if (expression.kind() === "attribute") {
     const model = expression.text().split(".").at(-1);
-    return model && /^[A-Z]/u.test(model) ? model : undefined;
+    return model && /^_?[A-Z]/u.test(model) ? model : undefined;
   }
 
   if (expression.kind() !== "identifier") return undefined;
-  if (/^[A-Z]/u.test(expression.text())) return expression.text();
+  if (/^_?[A-Z]/u.test(expression.text())) return expression.text();
   if (seen.has(expression.text())) return undefined;
   seen.add(expression.text());
   const assignment = [