Cerebro vs Fabric vs Withpoly vs Guru

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

Your tool
Cerebro
vs
Competitor 1
Fabric
Competitor 2
Withpoly
Competitor 3
Guru
Compare
4 tools · best value per row highlighted
Your tool Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
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Competitor Fabric
fabric.so
Make main Remove
Competitor 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 Guru
getguru.com
Guru is a governed knowledge layer for enterprise AI that structures, verifies and continuously improves company knowledge so every person and AI tool receives answers they can trust.
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Traffic estimated monthly website traffic
Monthly visits
6.1Kvisits/mo
173.7Kvisits/mo
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MoM change
▲ 396.9%
▼ 3.2%
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6-month growth
+948.5%
-31.7%
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Global rank web
#12,572,623
#212,025
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Avg. last 3 months
2.7K
183.1K
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Bounce rate lower is better
37%
40%
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Pages / visit
1.0
3.3
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Visit duration
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1m 07s
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Traffic sources
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● Direct 87% · ● Referral 10%
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CerebroFabricWithpolyGuru
069.4K138.7K208.1K277.4KCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K1001K10K100K1MCerebro · 581Cerebro · 219Cerebro · 1.3KCerebro · 735Cerebro · 1.2KCerebro · 6.1KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
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Starting price
$4.99per month · free tier available
$8per month
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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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Capabilities input → output
Input
Web pagesDocuments
AudioWeb pagesTextDocuments
VideoTextImagesDocuments
DocumentsText
Output
Text
Text
TextImages
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
8
8
Knowledge bases
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Files
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AI search
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Document chat
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File organization
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Image search
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Knowledge
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Knowledge maps
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Knowledge optimization
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Searching
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Business productivity
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Digital information management
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Document creation
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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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Knowledge sourcing
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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
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Saves
0
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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.