Unstructured vs Firecrawl vs Context.dev vs Reducto

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Unstructured
vs
Competitor 1
Firecrawl
Competitor 2
Context.dev
Competitor 3
Reducto
Compare
4 tools · best value per row highlighted
Your tool Unstructured
unstructured.io
Unstructured is a data platform that turns messy documents into structured, AI-ready data.
Remove
Competitor Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor Reducto
reducto.ai
Reducto is an agentic document platform that converts complex files into clean, structured data for AI applications.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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MoM change
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▲ 26.4%
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6-month growth
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-68.4%
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Global rank web
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#3,017,624
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Avg. last 3 months
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4.7K
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Bounce rate lower is better
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0%
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Pages / visit
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Visit duration
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Traffic sources
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UnstructuredFirecrawlContext.devReducto
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KJan '26FebMarAprMayJun
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
$16per month · free tier available
$19per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Free FreePay-As-You-Go $0.02Business Custom
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
TextWeb pages
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DocumentsImages
Output
Data
DataText
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DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Document Extraction
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
9
7
13
APIs
Developer tools
Text extraction
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Document data extraction
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Document processing
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Web scraping
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Website crawling
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Data extraction
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OCR
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Document analysis
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Agents
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Webscraping
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Data structuring
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Web search
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Website interaction
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Website to JSON
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Document organization
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Financial document analysis
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Invoice data extraction
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RAG
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Research
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Sec filings analysis
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.