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Directory/Agentic Extraction/Diffbot

Diffbot

Editor's Pick

AI using computer vision and NLP to parse web pages, powering a 10B+ entity knowledge graph used by Cisco, Adobe, and Microsoft.

Agentic extraction tools use AI models (often vision-language models) to autonomously understand and interact with web pages. Instead of writing CSS selectors or XPath queries, you describe what data you want in natural language and the AI figures out how to get it. This approach is more resilient to website changes and can handle complex, multi-step extraction workflows.

Visit Diffbot →See pricing →

Features

✓JS Rendering
✓Structured Output
—Open Source
—Self-Hosted Option
Pricing:PaidSee pricing →

Editorial assessment

The OG of AI-powered extraction, profitable and serving enterprise customers with a 1T+ fact knowledge graph. Computer vision approach means it works on any page layout without CSS selectors. Enterprise pricing makes it inaccessible for startups. The knowledge graph is the real product — if you just need page extraction, cheaper options abound. But for entity resolution at scale, nothing competes.

How Diffbot compares

ScrapeGraphAI

ScrapeGraphAI offers open-source LLM-powered extraction for teams that can't justify Diffbot's enterprise pricing.

parse.bot

parse.bot provides similar 'describe what you need' extraction but targeted at simpler, single-site use cases.

Firecrawl

Firecrawl's /extract endpoint provides similar AI extraction capabilities within a broader scraping platform.

Frequently asked questions

What is Diffbot?

AI using computer vision and NLP to parse web pages, powering a 10B+ entity knowledge graph used by Cisco, Adobe, and Microsoft. It falls under the Agentic Extraction category in our directory. Diffbot is a commercial product.

How much does Diffbot cost?

Diffbot uses a paid pricing model. Visit their pricing page for current rates and plan details.

What are the best alternatives to Diffbot?

The top alternatives to Diffbot include ScrapeGraphAI, parse.bot, Firecrawl. Each offers a different approach to agentic extraction — see our comparison section above for detailed analysis.

Does Diffbot support JavaScript rendering?

Yes, Diffbot supports JavaScript rendering, which means it can handle dynamic websites that load content via JavaScript frameworks like React, Vue, or Angular.

Does Diffbot provide structured output?

Yes, Diffbot returns structured output (typically JSON), making it straightforward to integrate into AI pipelines, RAG systems, and data processing workflows.

Can I self-host Diffbot?

No, Diffbot is a hosted service. You access it through their API or platform — there is no self-hosted deployment option.

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