Unstructured vs Context.dev vs Olostep 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
Olostep
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 Olostep
olostep.com
Olostep is a web data API for AI agents and developers.
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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27.5Kvisits/mo
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MoM change
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▲ 26.4%
▲ 13.3%
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6-month growth
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-68.4%
+269.4%
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Global rank web
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#3,017,624
#1,046,647
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Avg. last 3 months
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4.7K
21.6K
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Bounce rate lower is better
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0%
42%
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Pages / visit
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2.0
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Visit duration
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56s
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Traffic sources
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● Referral 51% · ● Direct 49%
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UnstructuredContext.devOlostepReducto
06.9K13.8K20.6K27.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KOlostep · 8.8KOlostep · 7.7KOlostep · 7.4KOlostep · 11.2KOlostep · 15.6KOlostep · 13.2KOlostep · 24.3KOlostep · 27.5KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
$19per month · free tier available
$9per 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
Free FreeStarter $9/moStandard $99/moScale $399/mo+4 more
Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
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TextWeb 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
10
13
APIs
Developer tools
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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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Webscraping
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Data structuring
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Events monitoring
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Markdown conversion
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Web search
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Website monitoring
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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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Monitoring
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RAG
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Research
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Sec filings analysis
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Website to JSON
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 1
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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.