# Context.dev Brand AI Query

> Context.dev Brand AI Query 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 2026-10-12).

Uses AI to crawl a brand's website and extract specific requested data points from it

## Facts

- Endpoint: POST https://mpp.orthogonal.com/context-dev/brand/ai/query?utm_source=zero.xyz
- Price: $0.03/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-12
- 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-brand-ai-query-26f0097b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_qsZ8wHkJcLLJ9IZA6ZGDY

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-brand-ai-query-26f0097b -d '<json body>'
```

Example prompt: Use AI to crawl Nike's website at nike.com and extract their current sustainability commitments, founding year, and headquarters location for me.

## When to prefer this

Choose this endpoint when you need to extract specific, targeted data points from a brand's website using AI intelligence rather than raw HTML parsing — ideal when the data is unstructured, buried in prose, or requires semantic understanding. Prefer over raw HTML or Markdown endpoints when you want answers to specific questions rather than raw content dumps.

## Known failure modes

- Brand domain not found or unreachable — returns error with domain resolution failure
- Requested data point not present on the website — returns null or empty value for that field
- Website blocks crawling (bot protection) — returns access denied or incomplete extraction
- AI unable to confidently extract ambiguous or unstructured data — may return low-confidence or partial results
- Invalid input format for domain or query — returns 400 bad request

## How this service works

Use AI to extract specific data points from a brand's website. The AI will crawl the website and extract the requested information based on the provided data points.

## Output

Returns AI-extracted data points from the specified brand's website — structured values corresponding to the requested fields or questions, derived from crawling and analyzing the brand's web content.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/context-dev-brand-ai-query-26f0097b/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)