Screenpipe vs CodeRabbit vs Liminary vs GitBook

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

Your tool
Screenpipe
vs
Competitor 1
CodeRabbit
Competitor 2
Liminary
Competitor 3
GitBook
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
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 GitBook
gitbook.com
GitBook is a documentation and knowledge platform for publishing product docs that work for both people and AI.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
23.3Kvisits/mo
—
MoM change
—
▼ 22.7%
▼ 18.4%
—
6-month growth
—
+50.4%
-10.4%
—
Global rank web
—
#38,145
#1,028,276
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Avg. last 3 months
—
1.2M
24.3K
—
Bounce rate lower is better
—
49%
37%
—
Pages / visit
—
3.5
2.0
—
Visit duration
—
1m 55s
51s
—
Traffic sources
—
● Direct 73% · ● Referral 24%
—
—
ScreenpipeCodeRabbitLiminaryGitBook
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLiminary · 37.2KLiminary · 16KLiminary · 26KLiminary · 18.1KLiminary · 28.2KLiminary · 21.2KLiminary · 28.5KLiminary · 23.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20.83per month · free tier available
$24per month
$29per month · free tier available
$65per month · free tier available
Free tier
–
Free trial
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API access
–
–
Plans
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Explorer FreePro $29/moTeam $50/mo
Free FreeEssential $65/moUltimate $249/moEnterprise Custom
Capabilities input → output
Input
AudioVideo
Code
DocumentsTextWeb pages
CodeText
Output
Text
CodeText
Text
DocumentsText
Skill level
Advanced
Intermediate
Intermediate
Beginner-friendly
Categories
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Development & CodeEducation & LearningAI Developer ToolsAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
8
5
4
Knowledge bases
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Digital information management
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Bookmarking
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–
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Code reviews
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–
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GitHub pull requests
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–
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Screen recordings
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–
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Agents
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–
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Code analysis
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–
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Code documentation
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–
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Knowledge
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–
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Developer tools
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–
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Development
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–
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Note taking
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–
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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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–
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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.