Cerebro vs Withpoly vs Dropbox Dash vs Fabric

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

Your tool
Cerebro
vs
Competitor 1
Withpoly
Competitor 2
Dropbox Dash
Competitor 3
Fabric
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 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.
Make main Remove
Competitor Dropbox Dash
dash.dropbox.com
Dropbox Dash is an AI search and organization tool that finds content across all the apps a team uses.
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Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
6.1Kvisits/mo
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—
173.7Kvisits/mo
MoM change
▲ 396.9%
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▼ 3.2%
6-month growth
+948.5%
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-31.7%
Global rank web
#12,572,623
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#212,025
Avg. last 3 months
2.7K
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183.1K
Bounce rate lower is better
37%
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40%
Pages / visit
1.0
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3.3
Visit duration
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1m 07s
Traffic sources
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● Direct 87% · ● Referral 10%
CerebroWithpolyDropbox DashFabric
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
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Free Trial
Free Trial
Starting price
$4.99per month · free tier available
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$15per month
$8per month
Free tier
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Free trial
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API access
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Plans
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Dash for Teams $15/moDash for Business $35/mo
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
Web pagesDocuments
VideoTextImagesDocuments
DocumentsText
AudioWeb pagesTextDocuments
Output
Text
TextImages
Text
Text
Skill level
Intermediate
Beginner-friendly
Beginner-friendly
Intermediate
Categories
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
7
5
Files
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AI search
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Knowledge bases
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Searching
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File organization
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Summarizing
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Digital information management
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Document chat
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Image search
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Knowledge maps
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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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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
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0
Reviews
0
0
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0
Prompts
0
0
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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.