Convolut vs Liminary vs Stacks vs Fabric

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

Your tool
Convolut
vs
Competitor 1
Liminary
Competitor 2
Stacks
Competitor 3
Fabric
Compare
4 tools · best value per row highlighted
Your tool Convolut
convolut.app
Convolut functions as a personal AI context bank, solving the problem of repeatedly feeding the same background information to language models
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Competitor Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
Make main Remove
Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
Make main Remove
Competitor Fabric
fabric.so
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
23.3Kvisits/mo
6.3Kvisits/mo
173.7Kvisits/mo
MoM change
—
▼ 18.4%
▼ 8.4%
▼ 3.2%
6-month growth
—
-10.4%
-50.8%
-31.7%
Global rank web
—
#1,028,276
#3,182,249
#212,025
Avg. last 3 months
—
24.3K
6.1K
183.1K
Bounce rate lower is better
—
37%
41%
40%
Pages / visit
—
2.0
1.7
3.3
Visit duration
—
51s
6s
1m 07s
Traffic sources
—
—
—
● Direct 87% · ● Referral 10%
ConvolutLiminaryStacksFabric
069.4K138.7K208.1K277.4KLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KFabric · 215.5KFabric · 241.9KFabric · 253.6KFabric · 240.2KFabric · 254.4KFabric · 233.4KFabric · 277.4KFabric · 196.2KFabric · 179.4KFabric · 173.7K1K10K100K1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KStacks · 7KStacks · 12.2KStacks · 12.8KStacks · 8.7KStacks · 5.7KStacks · 5.1KStacks · 6.8KStacks · 6.3KFabric · 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
Freemium
Paid
Free Trial
Starting price
$7per month · free tier available
$29per month · free tier available
$9per month
$8per month
Free tier
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Free trial
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–
API access
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–
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Plans
Free FreeBasic $7/moPlus $12/mo
Explorer FreePro $29/moTeam $50/mo
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Pro $8/moPlus $18/moPlan 3 $54/moPlan 4 $96/mo+1 more
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
DocumentsTextWeb pages
AudioDocumentsTextWeb pages
Output
Text
Text
Text
Text
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Education & LearningProductivity & OfficeAI AssistantAI Files+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
6
6
5
Knowledge bases
Note taking
Digital information management
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Bookmarking
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Chrome extensions
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Context banks
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–
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Context engineering
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Files
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Info storing
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–
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Prompt management
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APIs
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–
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File sharing
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–
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Idea management
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Knowledge exploration
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Web search summaries
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–
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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.