Diffbot alternatives (2026)
Diffbot is best for teams that need rule-free, consistent structured data across many sites, or entity data from a Knowledge Graph. If that's not you, or one of its limits is in your way, these are the closest alternatives, ranked by how well they cover the same job.
Common reasons to look beyond Diffbot
- High jump from free to $299/mo
- Fixed page-type schemas; less flexible than prompt-based extraction
- Knowledge Graph credits are expensive per record
| Tool | From | Link |
|---|---|---|
1 Firecrawl AI extraction API | $19/mo | Visit |
2 ScrapeGraphAI AI extraction API | $20/mo | Visit |
3 Jina Reader AI extraction API | Prepaid tokens | Visit |
4 Apify Scraping API | $19/mo | Visit |
5 Bright Data Proxy & data infrastructure | Pay as you go | Visit |
6 ScrapingBee Scraping API | $19/mo | Visit |
7 Zyte API Scraping API | Pay as you go | Visit |
8 Browserbase Proxy & data infrastructure | $20/mo | Visit |
1. Firecrawl
From $19/moTurns any website into LLM-ready markdown or schema-based JSON through one API.
- Adds open source, which Diffbot lacks
- Cheaper entry point: $19/mo vs $299/mo
- Best for: Developers building LLM/RAG apps or agents who want clean markdown or JSON from any URL with minimal setup.
2. ScrapeGraphAI
From $20/moPrompt-driven LLM scraping, available as an MIT open-source library and a hosted API.
- Adds open source, which Diffbot lacks
- Cheaper entry point: $20/mo vs $299/mo
- Best for: Developers who want prompt-based structured extraction with the option to self-host the open-source library.
3. Jina Reader
From Prepaid tokensPrefix any URL with r.jina.ai to get clean, LLM-friendly markdown instantly.
- Adds open source, which Diffbot lacks
- Best for: Developers who need the fastest, cheapest way to feed a single web page to an LLM.
4. Apify
From $19/moA cloud platform and marketplace of thousands of ready-made scrapers (Actors) you can run or build.
- Adds no-code UI, open source, which Diffbot lacks
- Cheaper entry point: $19/mo vs $299/mo
- Best for: Teams that want a ready-made scraper for a popular site (Google Maps, Amazon, social media) or a platform to host their own.
5. Bright Data
From Pay as you goEnterprise-scale proxy network and unblocking/scraping APIs with a huge residential IP pool.
- Adds no-code UI, which Diffbot lacks
- Best for: Companies scraping heavily protected sites at scale that need the strongest proxy and unblocking infrastructure.
6. ScrapingBee
From $19/moA simple scraping API that handles headless browsers and proxies, with natural-language AI extraction.
- Cheaper entry point: $19/mo vs $299/mo
- Best for: Developers who want a predictable, easy scraping API that handles rendering and proxies without managing infrastructure.
7. Zyte API
From Pay as you goA per-success scraping API from the makers of Scrapy, with tiered pricing by site difficulty and automatic extraction.
- Cheaper entry point: Pay as you go vs $299/mo
- Best for: Python/Scrapy teams that want a reliable unblocking API and pay-per-success billing.
8. Browserbase
From $20/moManaged headless browsers for AI agents, with the Stagehand framework for natural-language automation.
- Cheaper entry point: $20/mo vs $299/mo
- Best for: Teams building AI agents that need to log in, click and navigate real browsers reliably in the cloud.