Withpoly vs Fabric vs Cerebro vs Convolut

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
Convolut
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
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Competitor Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
173.7Kvisits/mo
6.1Kvisits/mo
—
MoM change
—
▼ 3.2%
▲ 396.9%
—
6-month growth
—
-31.7%
+948.5%
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Global rank web
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#212,025
#12,572,623
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Avg. last 3 months
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183.1K
2.7K
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Bounce rate lower is better
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40%
37%
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Pages / visit
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3.3
1.0
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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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—
WithpolyFabricCerebroConvolut
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 · 6.1K1001K10K100K1MFabric · 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 · 6.1KNov '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
$7per month · free tier available
Free tier
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Free trial
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–
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API access
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–
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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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Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
VideoTextImagesDocuments
AudioWeb pagesTextDocuments
Web pagesDocuments
DocumentsText
Output
TextImages
Text
Text
Text
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 & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
1
0
2
0
Files
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PDF analysis
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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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–
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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.