> ## Documentation Index
> Fetch the complete documentation index at: https://deepline.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.
# Context.dev: Contextdev Post Brand Ai Products
> Extract products from a brand's website. Includes SDK V2 guidance, input constraints, response fields, and Deepline credit cost.
Extract products from a brand's website.
Tool ID: `contextdev_post_brand_ai_products`
## Run this action
Use the TypeScript SDK for a single call. Put `ctx.tools.execute(...)` inside a Play when the call should be durable, scheduled, or run across a CSV.
```ts theme={null}
import { Deepline } from 'deepline';
const deepline = await Deepline.connect();
const result = await deepline.tools.execute(
'contextdev_post_brand_ai_products',
{
"domain": "example.com"
},
);
console.log(result.toolResponse.raw);
```
### CLI
```bash theme={null}
deepline tools execute contextdev_post_brand_ai_products --input '{
"domain": "example.com"
}' --json
```
## Example response
The SDK exposes this shape at `result.toolResponse.raw`. Values below are representative.
```json theme={null}
{
"data": {
"products": [
{
"name": "Example",
"description": "Example description",
"features": [
"example"
],
"target_audience": [
"example"
],
"tags": [
"example"
],
"images": [
"example"
],
"sku": "example"
}
],
"key_metadata": {}
}
}
```
Use `deepline tools get contextdev_post_brand_ai_products --json` for the latest machine-readable contract.
## Input reference
Extract product information from a brand's website.
| Name | Type | Required | Default | Details |
| --------------------- | --------- | -------- | ----------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `payload.domain` | `string` | No | — | The domain name to analyze. |
| `payload.maxProducts` | `integer` | No | — | Maximum number of products to extract. Minimum: 1. Maximum: 12. |
| `payload.maxAgeMs` | `integer` | No | `604800000` | Return a cached result if a prior scrape for the same parameters exists and is younger than this many milliseconds. Defaults to 7 days (604800000 ms) when omitted. Max is 30 days (2592000000 ms). Set to 0 to always scrape fresh. Minimum: 0. Maximum: 2592000000. |
| `payload.timeoutMS` | `integer` | No | — | Optional timeout in milliseconds for the request. If the request takes longer than this value, it will be aborted with a 408 status code. Maximum allowed value is 300000ms (5 minutes). Minimum: 1000. Maximum: 300000. |
| `payload.tags` | `array` | No | — | Optional tags for tracking usage. Up to 20 tags, each 1 to 50 characters. Maximum items: 20. |
| `payload.directUrl` | `string` | No | — | A specific URL to use directly as the starting point for extraction without domain resolution. Format: `uri`. |
Show raw input schema
### Input JSON Schema
```json theme={null}
{
"type": "object",
"description": "Extract product information from a brand's website.",
"properties": {
"domain": {
"type": "string",
"description": "The domain name to analyze."
},
"maxProducts": {
"type": "integer",
"description": "Maximum number of products to extract.",
"minimum": 1,
"maximum": 12
},
"maxAgeMs": {
"type": "integer",
"description": "Return a cached result if a prior scrape for the same parameters exists and is younger than this many milliseconds. Defaults to 7 days (604800000 ms) when omitted. Max is 30 days (2592000000 ms). Set to 0 to always scrape fresh.",
"default": 604800000,
"minimum": 0,
"maximum": 2592000000
},
"timeoutMS": {
"type": "integer",
"description": "Optional timeout in milliseconds for the request. If the request takes longer than this value, it will be aborted with a 408 status code. Maximum allowed value is 300000ms (5 minutes).",
"minimum": 1000,
"maximum": 300000
},
"tags": {
"type": "array",
"description": "Optional tags for tracking usage. Up to 20 tags, each 1 to 50 characters.",
"maxItems": 20,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 50
}
},
"directUrl": {
"type": "string",
"description": "A specific URL to use directly as the starting point for extraction without domain resolution.",
"format": "uri"
}
},
"required": [],
"anyOf": [
{
"type": "object",
"properties": {
"domain": {
"type": "string",
"description": "The domain name to analyze."
},
"maxProducts": {
"type": "integer",
"description": "Maximum number of products to extract.",
"minimum": 1,
"maximum": 12
},
"maxAgeMs": {
"type": "integer",
"description": "Return a cached result if a prior scrape for the same parameters exists and is younger than this many milliseconds. Defaults to 7 days (604800000 ms) when omitted. Max is 30 days (2592000000 ms). Set to 0 to always scrape fresh.",
"default": 604800000,
"minimum": 0,
"maximum": 2592000000
},
"timeoutMS": {
"type": "integer",
"description": "Optional timeout in milliseconds for the request. If the request takes longer than this value, it will be aborted with a 408 status code. Maximum allowed value is 300000ms (5 minutes).",
"minimum": 1000,
"maximum": 300000
},
"tags": {
"type": "array",
"description": "Optional tags for tracking usage. Up to 20 tags, each 1 to 50 characters.",
"maxItems": 20,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 50
}
}
},
"required": [
"domain"
],
"additionalProperties": false
},
{
"type": "object",
"properties": {
"directUrl": {
"type": "string",
"description": "A specific URL to use directly as the starting point for extraction without domain resolution.",
"format": "uri"
},
"maxProducts": {
"type": "integer",
"description": "Maximum number of products to extract.",
"minimum": 1,
"maximum": 12
},
"maxAgeMs": {
"type": "integer",
"description": "Return a cached result if a prior scrape for the same parameters exists and is younger than this many milliseconds. Defaults to 7 days (604800000 ms) when omitted. Max is 30 days (2592000000 ms). Set to 0 to always scrape fresh.",
"default": 604800000,
"minimum": 0,
"maximum": 2592000000
},
"timeoutMS": {
"type": "integer",
"description": "Optional timeout in milliseconds for the request. If the request takes longer than this value, it will be aborted with a 408 status code. Maximum allowed value is 300000ms (5 minutes).",
"minimum": 1000,
"maximum": 300000
},
"tags": {
"type": "array",
"description": "Optional tags for tracking usage. Up to 20 tags, each 1 to 50 characters.",
"maxItems": 20,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 50
}
}
},
"required": [
"directUrl"
],
"additionalProperties": false
}
],
"additionalProperties": false
}
```
## Output reference
| Name | Type | Required | Default | Details |
| ------------------------------------------ | -------------------------------------------------------------------- | -------- | ------- | -------------------------------------------------------------------- |
| `result.data` | `object` | Yes | — | — |
| `result.data.products` | `array` | No | — | — |
| `result.data.products[].name` | `string` | Yes | — | — |
| `result.data.products[].description` | `string` | Yes | — | — |
| `result.data.products[].price` | `number \| null` | No | — | — |
| `result.data.products[].currency` | `string \| null` | No | — | — |
| `result.data.products[].billing_frequency` | `"monthly" \| "yearly" \| "one_time" \| "usage_based" \| null` | No | — | Allowed: `monthly`, `yearly`, `one_time`, `usage_based`, `null`. |
| `result.data.products[].pricing_model` | `"per_seat" \| "flat" \| "tiered" \| "freemium" \| "custom" \| null` | No | — | Allowed: `per_seat`, `flat`, `tiered`, `freemium`, `custom`, `null`. |
| `result.data.products[].url` | `string \| null` | No | — | — |
| `result.data.products[].category` | `string \| null` | No | — | — |
| `result.data.products[].features` | `array` | Yes | — | — |
| `result.data.products[].target_audience` | `array` | Yes | — | — |
| `result.data.products[].tags` | `array` | Yes | — | — |
| `result.data.products[].image_url` | `string \| null` | No | — | — |
| `result.data.products[].images` | `array` | Yes | — | — |
| `result.data.products[].sku` | `string \| null` | Yes | — | — |
| `result.data.key_metadata` | `object` | No | — | — |
| `result.meta` | `object` | No | — | — |
Show raw output schema
### Output JSON Schema
```json theme={null}
{
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"products": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"price": {
"type": [
"number",
"null"
]
},
"currency": {
"type": [
"string",
"null"
]
},
"billing_frequency": {
"type": [
"string",
"null"
],
"enum": [
"monthly",
"yearly",
"one_time",
"usage_based",
null
]
},
"pricing_model": {
"type": [
"string",
"null"
],
"enum": [
"per_seat",
"flat",
"tiered",
"freemium",
"custom",
null
]
},
"url": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"features": {
"type": "array",
"items": {
"type": "string"
}
},
"target_audience": {
"type": "array",
"items": {
"type": "string"
}
},
"tags": {
"type": "array",
"items": {
"type": "string"
}
},
"image_url": {
"type": [
"string",
"null"
]
},
"images": {
"type": "array",
"items": {
"type": "string"
}
},
"sku": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"description",
"features",
"target_audience",
"tags",
"images",
"sku"
],
"additionalProperties": false
}
},
"key_metadata": {
"type": "object",
"properties": {},
"required": [],
"additionalProperties": false
}
},
"additionalProperties": false
},
"meta": {
"type": "object",
"additionalProperties": true
}
},
"required": [
"data"
],
"additionalProperties": false
}
```
## Deepline cost
* Pricing model: `fixed` (per call).
* Estimated Deepline credits: `0` per pricing unit.
* Provider-native pricing may still exist outside Deepline credit billing.
## Related documentation
* [Context.dev provider guide](/docs/providers/contextdev/guide)
* [SDK V2 quickstart](/docs/sdk-v2/quickstart)
* [SDK reference](/docs/sdk-v2/sdk-reference)
* [Run tools across a CSV](/docs/sdk-v2/batch-csv)