Fabric vs Cerebro vs Pinster AI vs Pieces

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
Pinster AI
Competitor 3
Pieces
Compare
4 tools · best value per row highlighted
Your tool Fabric
fabric.so
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Competitor Cerebro
heycerebro.com
This platform promises to turn your scattered reading pile into a searchable knowledge base
Make main Remove
Competitor Pinster AI
pinster.io
Your browser bookmarks become a searchable knowledge base
Make main Remove
Competitor Pieces
pieces.app
Your personal AI coding assistant that remembers everything
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
6.1Kvisits/mo
—
169.6Kvisits/mo
MoM change
▼ 3.2%
▲ 396.9%
—
▼ 5.9%
6-month growth
-31.7%
+948.5%
—
-16.0%
Global rank web
#212,025
#12,572,623
—
#248,413
Avg. last 3 months
183.1K
2.7K
—
176.5K
Bounce rate lower is better
40%
37%
0%
44%
Pages / visit
3.3
1.0
—
2.2
Visit duration
1m 07s
—
—
45s
Traffic sources
● Direct 87% · ● Referral 10%
—
—
● Direct 68% · ● Referral 30%
FabricCerebroPinster AIPieces
077.6K155.2K232.7K310.3KFabric · 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 · 6.1KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6K1001K10K100K1MFabric · 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 · 6.1KPieces · 269.9KPieces · 295.6KPieces · 310.3KPieces · 237KPieces · 202KPieces · 195.3KPieces · 169.9KPieces · 179.9KPieces · 180.1KPieces · 169.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$8per month
$4.99per month · free tier available
$6.99per month · free tier available
$18.99per month
Free tier
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Free trial
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API access
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–
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Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Free FreePro $6.99/mo
Pro $18.99/moEnterprise $22.99/mo
Capabilities input → output
Input
AudioDocumentsTextWeb pages
DocumentsWeb pages
DocumentsImagesWeb pages
AudioCodeText
Output
Text
Text
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeWriting & ContentAI Files+2 more
Development & CodeEducation & LearningProductivity & OfficeAI Assistant+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
0
2
1
1
Coding
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Summarizing
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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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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.