Liminary vs Convolut vs Augment Code vs Stacks

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

Your tool
Liminary
vs
Competitor 1
Convolut
Competitor 2
Augment Code
Competitor 3
Stacks
Compare
4 tools · best value per row highlighted
Your tool Liminary
liminary.io
Ever open a browser tab to find something you saved three months ago, only to spend ten minutes hunting through bookmarks
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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
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Stacks
betterstacks.com
Stacks is a personal AI workspace that gathers what you find online into one searchable place.
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Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
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6.3Kvisits/mo
MoM change
▼ 18.4%
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▼ 8.4%
6-month growth
-10.4%
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-50.8%
Global rank web
#1,028,276
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#3,182,249
Avg. last 3 months
24.3K
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—
6.1K
Bounce rate lower is better
37%
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41%
Pages / visit
2.0
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1.7
Visit duration
51s
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6s
Traffic sources
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LiminaryConvolutAugment CodeStacks
09.3K18.6K27.9K37.2KLiminary · 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 · 6.3K1K10K100KLiminary · 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 · 6.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
$29per month · free tier available
$7per month · free tier available
$20per month
$9per month
Free tier
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Free trial
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API access
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Plans
Explorer FreePro $29/moTeam $50/mo
Free FreeBasic $7/moPlus $12/mo
Standard $20/moBusiness $100/moEnterprise Custom
Be Productive $89/yrBe Collaborative $199/yrBe Creative $349/yr
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
CodeText
DocumentsTextWeb pages
Output
Text
Text
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Education & LearningAI Knowledge Management
Education & LearningAI Knowledge Management
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Education & LearningProductivity & OfficeAI FilesAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
6
Knowledge bases
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Digital information management
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Note taking
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Bookmarking
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Chrome extensions
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Code reviews
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Coding
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Context banks
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Agents
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Context engineering
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Info storing
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Prompt management
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Testing
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APIs
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Agent creation
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Code testing
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Knowledge exploration
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Web search 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
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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.