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Diffbot

Diffbot provides AI-powered web data extraction, crawling, and a vast Knowledge Graph to turn unstructured web content into structured data for AI applications.

Introduction

Diffbot: Your Web as a Structured DatabaseDiffbot transforms the unstructured web into a structured database, making it accessible for your AI applications. It offers advanced AI-powered web data extraction, crawling, and a comprehensive Knowledge Graph. Imagine your applications seamlessly accessing web information as if it were neatly organized in tables.Diffbot's platform is designed to synthesize knowledge from billions of web pages, providing rich, structured data across various categories like organizations, news articles, retail products, discussions, and events. This enables businesses to power their machine learning models, conduct market intelligence, monitor news, and enhance e-commerce operations with high-quality, refreshed data on demand.

Target Audience

Businesses, developers, data scientists, researchers, and organizations requiring large-scale, structured web data for AI, analytics, market research, and operational intelligence.

Key Features
  • AI-powered web data extraction
  • Comprehensive web crawling capabilities
  • Vast Knowledge Graph with billions of entities (organizations, articles, products, events, discussions)
  • Structured data output with 50+ fields for organizations, 20+ for retail products
  • Entity matching and topic-level sentiment analysis for articles and discussions
  • On-demand data extraction and refresh
  • Specialized products: Extract, Crawl, Natural Language, Knowledge Graph, LeadGraph
Use Cases
  • Market Intelligence
  • News Monitoring
  • Powering Machine Learning models
  • E-commerce data analysis
  • Financial analysis and risk assessment
  • Consumer insights
  • Academic research and data collection
Pros
  • Transforms unstructured web data into structured, usable formats
  • Extensive Knowledge Graph with diverse data types
  • AI-driven extraction ensures high accuracy and depth
  • Supports on-demand data refresh
  • Used by over 400 companies across various industries
  • Offers a free tier for getting started
Pricing

Offers a "Get Started Free" option with full API access, no credit card required. Specific paid tiers are not detailed on the main page.

Latest News

Changelog

Changelog

8/5/2026

Changelog June 15th, 2026 Improved May 6th, 2026 Added March 3rd, 2026 Added January 7th, 2026 Added November 10th, 2025 Added September 4th, 2025 Improved September 2nd, 2025 Added June 30th, 2025 Improved June 30th, 2025 Added June 10th, 2025 Added

Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval | Diffbot

Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval | Diffbot

8/5/2026

Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval | Diffbot # Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval ​ For Immediate Release: Jan 9, 2025 Backed by the World’s ...

Company News

Company News

8/5/2026

Diffbot | Company News # Company News From our earliest days Diffbot has been at the cutting edge of organizing the world's knowledge. ## Official Releases #### Diffbot Launches World's Most Factually Grounded Language Model https://www.diffbot.com/company/news/20250109.html The Diffbot LLM is...

Diffbot | Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval

Diffbot | Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval

8/5/2026

Diffbot | Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval For Immediate Release: Jan 9, 2025 # Diffbot Launches World’s Most Factually Grounded Language Model: New Benchmark in AI-Powered Knowledge Retrieval Backed by the World’s La...

In the News

In the News

8/5/2026

In the News | Diffbot # In the News ​ - Diffbot’s AI model doesn’t guess — it knows, thanks to a trillion-fact knowledge graph VentureBeat - Knowledge Graphs Will Lead To Trustworthy AI Forbes - Entities and E-A-T - The role of entities in authority and trust Search Engine Land - AI startup tracks.....

FAQ

User Reviews

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Pricing

Pricing Model: Freemium

Free

Jumpstart hobby projects. Free forever. No credit card required.

$0/mo
monthly

Startup

Small teams looking for easy, plug-and-play scraping and Knowledge Graph access.

$299/mo
monthly

Plus

Everything in Startup, plus access to Crawl and discounted credit pricing.

$899/mo
monthly

Professional

Professional plan with high credit allocation.

$3999/mo
monthly

Enterprise

Bespoke plans and managed solutions with the full works, including premium SLA support.

Custom
custom

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