How to Extract JSON-LD from Web Pages and Verify Its Claims
Inventory embedded JSON-LD with a tested Python example, select the right entity, and check extracted fields against readable page evidence.
AnyCrawler guides
Practical guides to web scraping and AI agents.
Learn how to find web sources, extract readable content, and handle JavaScript pages in AI workflows. Browse guides by topic and choose the next task you need to solve.
Published guides
Production practices guides
14 guides
How to Design an Agent-Safe Web Access Tool Contract
Design narrow agent web tools with validated inputs, bounded content, URL identity, explicit errors, and usage fields. Includes a tested public-page adapter.
How to Evaluate Web Extraction Quality Before Sending Content to an LLM
Check extracted documents for missing facts, sidebar noise, broken structure, and unknown provenance before admitting them to model context.
Screenshot Evidence for Compliance and Human Review Workflows
Build a reviewable screenshot evidence bundle with source URLs, separate capture times, companion text, file hashes, and explicit human review decisions.
Monitoring Pricing Pages Without Losing the Original Evidence
Keep pricing observations comparable with billing and currency context, original text, screenshots, and review states. Includes a tested collector and evidence record.
How to Find and Verify Research Papers with Scholar Search
Match paper identity, distinguish preprints from published versions, and preserve the passage behind each citation. Includes a BERT example and tested page collector.
How to Build a News Monitoring Agent with Search, Render, and Screenshots
Build a reviewable news monitoring workflow with source states, separate timestamps, correction handling, and optional screenshot evidence. Includes a tested collection probe.
How Research Agents Should Verify Image Sources
Match an image candidate to its source page, caption, and credit. Build a claim-scoped evidence record that keeps missing context and provenance questions visible.
How to Cache Web Access Without Serving Stale Evidence
Decide when cached web content is fresh enough for an answer, preserve original observations, and handle unknown age or failed refreshes without hiding them.
