Withpoly vs Fabric vs Cerebro vs Documentation.AI

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

Your tool
Withpoly
vs
Competitor 1
Fabric
Competitor 2
Cerebro
Competitor 3
Documentation.AI
Compare
4 tools · best value per row highlighted
Your tool Withpoly
withpoly.com
Poly, offered by Withpoly, is an AI-powered cloud file browser, available on the web and as a desktop app, that understands the content of your files.
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Competitor Fabric
fabric.so
Make main Remove
Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
Make main Remove
Competitor Documentation.AI
documentation.ai
Product teams ship docs that fall out of date the moment code changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
173.7Kvisits/mo
6.1Kvisits/mo
22.4Kvisits/mo
MoM change
—
▼ 3.2%
▲ 396.9%
▲ 39.6%
6-month growth
—
-31.7%
+948.5%
+31.1%
Global rank web
—
#212,025
#12,572,623
#1,237,358
Avg. last 3 months
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183.1K
2.7K
15.2K
Bounce rate lower is better
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40%
37%
39%
Pages / visit
—
3.3
1.0
4.2
Visit duration
—
1m 07s
—
2m 02s
Traffic sources
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● Direct 87% · ● Referral 10%
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● Direct 97% · ● Referral 3%
WithpolyFabricCerebroDocumentation.AI
069.4K138.7K208.1K277.4KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KDocumentation.AI · 24.8KDocumentation.AI · 17.1KDocumentation.AI · 92.5KDocumentation.AI · 17.1KDocumentation.AI · 10.1KDocumentation.AI · 10.7KDocumentation.AI · 7.2KDocumentation.AI · 16KDocumentation.AI · 22.4K1001K10K100K1MFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KDocumentation.AI · 24.8KDocumentation.AI · 17.1KDocumentation.AI · 92.5KDocumentation.AI · 17.1KDocumentation.AI · 10.1KDocumentation.AI · 10.7KDocumentation.AI · 7.2KDocumentation.AI · 16KDocumentation.AI · 22.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Free Trial
Freemium
Freemium
Starting price
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$8per month
$4.99per month · free tier available
$29per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Starter FreeStandard $29/moProfessional $79/moEnterprise Custom
Capabilities input → output
Input
VideoTextImagesDocuments
DocumentsWeb pagesTextAudio
Web pagesDocuments
CodeText
Output
TextImages
Text
Text
Documents
Skill level
Beginner-friendly
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI Documents GeneratorAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
7
5
Knowledge bases
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Files
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Technical documentation
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AI search
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Changelogs
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Code documentation
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Document chat
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File organization
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Image search
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Knowledge maps
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Searching
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Agents
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File sharing
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Idea management
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Image generation
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Knowledge consultation
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Knowledge graphs
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Note taking
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PDF analysis
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Reverse image search
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Summarizing
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Video summaries
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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.