Unstructured vs Langflow vs Chat4Data vs Reducto

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

Your tool
Unstructured
vs
Competitor 1
Langflow
Competitor 2
Chat4Data
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 Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Chat4Data
airparser.com
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
—
215.3Kvisits/mo
46.4Kvisits/mo
—
MoM change
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▼ 0.7%
▼ 4.7%
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6-month growth
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-4.9%
+77.8%
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Global rank web
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#217,191
#637,750
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Avg. last 3 months
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225.2K
45.8K
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Bounce rate lower is better
—
44%
37%
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Pages / visit
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2.2
2.6
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Visit duration
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1m 04s
26s
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Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 77% · ● Referral 23%
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UnstructuredLangflowChat4DataReducto
073.8K147.7K221.5K295.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4K10K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChat4Data · 17.6KChat4Data · 21.3KChat4Data · 34.2KChat4Data · 19.4KChat4Data · 26.1KChat4Data · 28.7KChat4Data · 25.8KChat4Data · 42.1KChat4Data · 48.7KChat4Data · 46.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
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Starting price
Free tier
Free
Free
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Free tier
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Free trial
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–
–
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API access
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Plans
Free FreePay-As-You-Go $0.02Business Custom
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Standard CustomGrowth CustomEnterprise Custom
Capabilities input → output
Input
DocumentsImages
Text
DocumentsImagesText
DocumentsImages
Output
Data
Apps
Data
DataDocuments
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI Developer ToolsAI Document Extraction
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Productivity & OfficeAI Document ExtractionAI Workflow
Development & CodeProductivity & OfficeAI APIAI Document Extraction
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
8
13
Document data extraction
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Data extraction
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Document processing
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Developer tools
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OCR
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APIs
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Text extraction
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Document analysis
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Invoice data extraction
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Agents
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No-code
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–
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Agent creation
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–
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Chatbots
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–
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Data structuring
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–
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Development
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–
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Email extraction
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–
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LLM development
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–
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Workflows
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–
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Document organization
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Financial document analysis
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–
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RAG
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Sec filings analysis
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Zapier assistance
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.