Fabric vs Cerebro vs Clivio vs Constella

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
Clivio
Competitor 3
Constella
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 Clivio
clivio.app
Make main Remove
Competitor Constella
constella.app
Opening Constella drops you into a system that ditches the usual file cabinet metaphor entirely
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
173.7Kvisits/mo
6.1Kvisits/mo
—
7.4Kvisits/mo
MoM change
▼ 3.2%
▲ 396.9%
▲ 10.0%
▼ 2.5%
6-month growth
-31.7%
+948.5%
—
+67.1%
Global rank web
#212,025
#12,572,623
—
#1,944,958
Avg. last 3 months
183.1K
2.7K
—
9.2K
Bounce rate lower is better
40%
37%
0%
35%
Pages / visit
3.3
1.0
—
5.0
Visit duration
1m 07s
—
—
1m 48s
Traffic sources
● Direct 87% · ● Referral 10%
—
—
—
FabricCerebroClivioConstella
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 · 6.1KClivio · 10.6KClivio · 11.7KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4K1001K10K100K1MFabric · 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 · 6.1KClivio · 10.6KClivio · 11.7KConstella · 21.7KConstella · 9.6KConstella · 4.5KConstella · 3.7KConstella · 13.9KConstella · 12.4KConstella · 7.6KConstella · 7.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$8per month
$4.99per month · free tier available
€12.42per month · free tier available
$5.99per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
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Free FreePro €12.42/moPro+ €24.92/moTeams €16.58/mo
Free FreeConstella Beta $5.99/yr
Capabilities input → output
Input
Web pagesTextDocumentsAudio
Web pagesDocuments
DocumentsTextImages
Web pagesTextDocuments
Output
Text
Text
TextData
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Education & LearningProductivity & OfficeVideo EditingAI Files+2 more
Education & LearningProductivity & OfficeAI Document ExtractionAI Files+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
0
2
2
1
Document data extraction
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–
–
Document processing
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–
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Knowledge bases
–
–
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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
▲ 1
▲ 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.