# Context.dev Product Page Classifier

> Context.dev Product Page Classifier is a paid API for AI agents from Context.dev at mpp.orthogonal.com, paid per call via MPP, $0.03/call, status unknown (last checked 2026-10-09).

Given a single URL, determines if it is a product detail page, classifies the e-commerce platform/product type, and extracts structured product data.

## Facts

- Endpoint: POST https://mpp.orthogonal.com/context-dev/brand/ai/product?utm_source=zero.xyz
- Price: $0.03/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-09
- Activations on Zero: 0
- Provider: Context.dev
- Docs: https://www.context.dev
- Website: https://www.context.dev
- Tags: scraping, brand, context, extraction, web, data
- Canonical page: https://www.zero.xyz/c/context-dev-product-page-classifier-7b429083
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_DpWOJhLf96XpMpaKORbY_

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability context-dev-product-page-classifier-7b429083 -d '<json body>'
```

Example prompt: Can you check if this URL is a product detail page and tell me what platform it's on and what type of product it is? https://www.somestore.com/products/blue-running-shoes-v2

## When to prefer this

Use this endpoint when you need to programmatically determine whether a URL points to a specific product detail page (vs. a category, homepage, or other page type), identify the underlying e-commerce platform, or classify the product type — especially useful for web crawlers, affiliate link validators, competitive intelligence tools, or any pipeline that ingests arbitrary URLs and needs to filter or enrich product URLs.

## Known failure modes

- URL is not accessible or returns non-200 status
- URL is a category or listing page rather than a specific product detail page
- Platform or product type cannot be determined from page content
- Malformed or invalid URL input
- Page requires JavaScript rendering that cannot be fully processed
- Rate limiting or timeout on the target URL

## How this service works

Beta feature: Given a single URL, determines if it is a product detail page, classifies the platform/product type, and extracts the product information. Supports Amazon, TikTok Shop, Etsy, and generic ecommerce sites.

## Output

Returns whether the URL is a product detail page, the detected e-commerce platform (e.g. Shopify, Amazon, WooCommerce), the product type/category, and additional extracted product metadata.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/context-dev-product-page-classifier-7b429083/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mpp.orthogonal.com](https://www.zero.xyz/host/mpp.orthogonal.com/llms.txt)