# aiworker-data Web Scrape with LLM Summary

> aiworker-data Web Scrape with LLM Summary is a paid API for AI agents from aiworker.duckdns.org, paid per call via x402, $0.04/call, status unknown (last checked 2026-09-13).

Scrapes a public URL and returns markdown content plus an LLM-generated structured summary (≤200 words), key points, and extracted entities.

## Facts

- Endpoint: POST https://aiworker.duckdns.org/v1/scrape/summary
- Price: $0.04/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/aiworker-data-web-scrape-with-llm-summary-273e75c2
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_PmtuF6tZUDWEueckqyKKc

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 aiworker-data-web-scrape-with-llm-summary-273e75c2 -d '<json body>'
```

Example prompt: Scrape https://www.bbc.com/news/technology and give me a structured summary with key points and entities — keep it under 5000 characters.

## When to prefer this

Choose this endpoint when you need both raw page content and an immediately usable LLM-generated digest — key points and entities — without running a separate summarization step. It combines scraping and analysis in one call for $0.04 USDC, making it efficient for research pipelines, content monitoring, or any workflow where you need a structured snapshot of a webpage rather than raw HTML.

## Known failure modes

- URL is not publicly accessible or behind authentication — returns an error or empty content
- Page uses heavy JavaScript rendering that the scraper cannot execute — markdown may be incomplete
- max_chars limit too low to capture meaningful content — summary may be truncated or low quality
- LLM summary generation fails — structured fields may be absent while markdown is returned
- Rate limiting or connectivity issues to the target domain — may return timeout or partial content

## How this service works

Deterministic-first data for agents, paid per call in USDC over x402 v2: DeFi yields, Base token and wallet cards, Polymarket odds and backtests, news, fact checks, cited briefs. 20 routes, $0.005-$1

## Output

Returns the page rendered as markdown (up to max_chars characters), plus an LLM-generated structured summary of ≤200 words, a list of key points, and named entities extracted from the page content.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "url": {
   "type": "string",
   "description": "absolute https url of a public page"
  },
  "max_chars": {
   "type": "integer",
   "maximum": 60000,
   "minimum": 500
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "title": "Example",
  "source": "web",
  "entities": [
   "…"
  ],
  "key_points": [
   "…"
  ],
  "source_url": "https://example.com/article",
  "summary_md": "…",
  "attribution": "Fetched from https://example.com"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/aiworker-data-web-scrape-with-llm-summary-273e75c2/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from aiworker.duckdns.org](https://www.zero.xyz/host/aiworker.duckdns.org/llms.txt)