Question Base vs Screenpipe vs CodeRabbit vs Guru

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

Your tool
Question Base
vs
Competitor 1
Screenpipe
Competitor 2
CodeRabbit
Competitor 3
Guru
Compare
4 tools · best value per row highlighted
Your tool Question Base
questionbase.com
Question Base is an AI answer agent that lives in Slack and responds to employee questions using your company's documentation, wikis and past conversations.
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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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Guru
getguru.com
Guru is a governed knowledge layer for enterprise AI that structures, verifies and continuously improves company knowledge so every person and AI tool receives answers they can trust.
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Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
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MoM change
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▼ 22.7%
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6-month growth
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+50.4%
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Global rank web
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#38,145
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Avg. last 3 months
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1.2M
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Bounce rate lower is better
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49%
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Pages / visit
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3.5
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Visit duration
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1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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Question BaseScreenpipeCodeRabbitGuru
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
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Starting price
$5per month
$20.83per month · free tier available
$24per month
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Free tier
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Free trial
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API access
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Plans
Proof of Concept $1,000Annual Pro $6,000/yrEnterprise+ $20,000/yr
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
DocumentsText
AudioVideo
Code
DocumentsText
Output
Text
Text
CodeText
Text
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Education & LearningAI Knowledge Management
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Education & LearningAI Knowledge Management
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
10
8
8
Knowledge bases
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Knowledge optimization
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Agents
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Knowledge
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Digital information management
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Code reviews
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GitHub pull requests
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Screen recordings
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Slack
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Chatbots
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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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Digital memory recall
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MCP
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Transcription
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AI search
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Business productivity
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Development
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Document creation
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Knowledge sourcing
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Meeting notes
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OCR
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
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Upvotes
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Saves
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Reviews
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Prompts
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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.