Unstructured vs Context.dev vs SearchCans vs Reducto

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

Your tool
Unstructured
vs
Competitor 1
Context.dev
Competitor 2
SearchCans
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.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor SearchCans
searchcans.com
SearchCans is a search and content-extraction API service for AI workflows.
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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8.8Kvisits/mo
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MoM change
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▲ 26.4%
▼ 9.6%
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6-month growth
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-68.4%
+487.2%
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Global rank web
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#3,017,624
#2,433,686
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Avg. last 3 months
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4.7K
7.4K
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Bounce rate lower is better
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0%
40%
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Pages / visit
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1.5
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Visit duration
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3s
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Traffic sources
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UnstructuredContext.devSearchCansReducto
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8KJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
$19per month · free tier available
$18per 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
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Standard $18Starter $99
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
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DocumentsTextWeb pages
DocumentsImages
Output
Data
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DataText
DataDocuments
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Document Extraction
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
9
13
Developer tools
Document data extraction
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APIs
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Text extraction
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Document processing
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Web scraping
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Data extraction
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OCR
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Website crawling
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Document analysis
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Markdown conversion
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Webscraping
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Data structuring
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Agents
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Document organization
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Financial document analysis
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Invoice data extraction
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JSON handling
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Markdown
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Markdown formatting
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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
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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.