Liminary vs CodeRabbit vs Screenpipe vs Convolut

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

Your tool
Liminary
vs
Competitor 1
CodeRabbit
Competitor 2
Screenpipe
Competitor 3
Convolut
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 CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Screenpipe
screenpi.pe
Screenpipe records what appears on your screen and what you hear, turns it into local searchable history, and lets approved AI agents use that history as context.
Make main Remove
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
23.3Kvisits/mo
1Mvisits/mo
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MoM change
▼ 18.4%
▼ 22.7%
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6-month growth
-10.4%
+50.4%
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Global rank web
#1,028,276
#38,145
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Avg. last 3 months
24.3K
1.2M
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Bounce rate lower is better
37%
49%
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Pages / visit
2.0
3.5
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Visit duration
51s
1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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LiminaryCodeRabbitScreenpipeConvolut
0331.5K663K994.5K1.3MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$29per month · free tier available
$24per month
$20.83per month · free tier available
$7per month · free tier available
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
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Free FreeBasic $7/moPlus $12/mo
Capabilities input → output
Input
DocumentsTextWeb pages
Code
AudioVideo
DocumentsText
Output
Text
CodeText
Text
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Education & LearningAI Knowledge Management
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
10
8
Knowledge bases
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Digital information management
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Note taking
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Bookmarking
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Code reviews
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Context banks
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GitHub pull requests
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Screen recordings
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Agents
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Chrome extensions
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Code testing
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Context engineering
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Digital memory recall
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Info storing
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MCP
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Prompt management
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Transcription
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APIs
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Development
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Meeting notes
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OCR
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Self hosted
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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
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.