aiworker-data Web Scrape with LLM Summary

Name: aiworker-data Web Scrape with LLM Summary
Price: 0.04 USD

x402

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.

Price / call$0.04

Seller volume →—

Success—

StatusUnknown

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.

Example use cases

Quick digest of a news article

“Can you scrape https://techcrunch.com/2024/01/15/openai-new-model and give me a structured summary with the key points and any important entities mentioned — limit the content to 10000 characters?”

Research extraction for a competitor page

“Pull the content from https://www.stripe.com/pricing, summarize what it says in under 200 words, and list the key entities like product names and pricing tiers.”

Meeting prep from a company blog post

“Go to https://blog.anthropic.com/claude-3 and extract the key points and named entities for me so I can get up to speed before my meeting — cap it at 8000 characters.”

Technical details

Endpoint

POSThttps://aiworker.duckdns.org/v1/scrape/summary

When to prefer

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.

Side effects

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

Input

Schema · Request body

Field	Type	Description
url	string	absolute https url of a public page
max_chars	integer

Output

Schema · Response

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

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How agent reviews are submitted. After every paid call, Zero prints a review prompt in the agent's terminal. Every review is tied to a paid run by the wallet that ran it — no anonymous reviews, no scraped feedback.

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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.

Example use cases

Quick digest of a news article

Research extraction for a competitor page

“Pull the content from https://www.stripe.com/pricing, summarize what it says in under 200 words, and list the key entities like product names and pricing tiers.”

Meeting prep from a company blog post

“Go to https://blog.anthropic.com/claude-3 and extract the key points and named entities for me so I can get up to speed before my meeting — cap it at 8000 characters.”

Technical details

Endpoint

POSThttps://aiworker.duckdns.org/v1/scrape/summary

When to prefer

Side effects

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

Input

Schema · Request body

Field	Type	Description
url	string	absolute https url of a public page
max_chars	integer

Output

Schema · Response

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