Fabric vs Cerebro vs Mem vs Withpoly

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

Your tool
Fabric
vs
Competitor 1
Cerebro
Competitor 2
Mem
Competitor 3
Withpoly
Compare
4 tools · best value per row highlighted
Your tool Fabric
fabric.so
Remove
Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
Make main Remove
Competitor Mem
mem.ai
Notes that organize themselves
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
6.1Kvisits/mo
169.9Kvisits/mo
—
MoM change
▼ 3.2%
▲ 396.9%
▼ 2.1%
—
6-month growth
-31.7%
+948.5%
-29.8%
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Global rank web
#212,025
#12,572,623
#226,410
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Avg. last 3 months
183.1K
2.7K
187.7K
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Bounce rate lower is better
40%
37%
36%
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Pages / visit
3.3
1.0
3.0
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Visit duration
1m 07s
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46s
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Traffic sources
● Direct 87% · ● Referral 10%
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● Direct 74% · ● Referral 25%
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FabricCerebroMemWithpoly
090.6K181.2K271.8K362.4KFabric · 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 · 6.1KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9K1001K10K100K1MFabric · 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 · 6.1KMem · 209.8KMem · 206KMem · 241.8KMem · 236.7KMem · 241.8KMem · 236KMem · 362.4KMem · 219.8KMem · 173.5KMem · 169.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
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Starting price
$8per month
$4.99per month · free tier available
$15per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Capabilities input → output
Input
Web pagesTextDocumentsAudio
DocumentsWeb pages
AudioWeb pagesText
VideoTextImagesDocuments
Output
Text
Text
Text
TextImages
Skill level
Intermediate
Intermediate
Beginner-friendly
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI AssistantAI Knowledge Management+1 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
5
8
Knowledge bases
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Files
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Note taking
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Idea management
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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 maps
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Searching
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Chrome extensions
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File sharing
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Image generation
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Knowledge consultation
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Knowledge graphs
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PDF analysis
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Reverse image search
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Summarizing
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Transcription
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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
▲ 1
▲ 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.