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Defog vs Citenook

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Defog compared with Citenook
DetailDefog logo DefogCitenook logo Citenook
What it doesAI data analyst for enterprise data analysis Private AI for Mac that answers questions from your own files with exact source citations
StageNot given Not given
FoundedNot given Not given
Based inNot given IN
Pricing modelNot given Freemium
PricingEnterprise (Cloud Hosted): $5,000/month with 20,000+ queries/month, one-click Docker deployment, SSO authentication, custom AI tools, white glove onboarding, priority support, up to 200 queries/minute, and SLA/MSA/DPA available. Enterprise (Self-hosted): Annual commitment required, includes everythi Free for 30 days with all features. Then Standard $9.99/month or $79/year; Pro $19.99/month or $149/year; Pro+ $29.99/month or $229/year. Billed in US dollars.
Key features
  • Support for Postgres, Snowflake, SQL Server, MySQL and other structured databases
  • Connect SaaS tools and ask questions across multiple sources
  • Import and work with CSV and Excel files
  • Auto-visualization and result saving
  • Desktop app, Slack bot, Docker deployment and cloud marketplace options
  • Deterministic security filters against prompt injections
  • Self-hostable on own infrastructure
  • Learn from feedback and adapt responses
  • Multi-step reasoning for complex questions
  • Statistical analysis and custom analysis tools
  • Support for multiple file types including PDF, Word, Excel, text, Markdown, Apple Notes, Obsidian, web pages, YouTube and recordings
What makes it different
  • Powered by SQLCoder, the most accurate text-to-SQL model
  • Data never leaves your servers with privacy-first design
  • Consistently deterministic results for the same question
  • Learns and adapts to user feedback in real-time
  • Deploy in 5 minutes with multiple deployment options
  • Every answer shows the exact sentence and page number it came from
  • Works completely offline with no internet connection required
  • No account needed when using models on your Mac, no tracking or analytics
  • Preview exactly what will be sent to online AI services before it goes
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)59 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)100
Citation Flow (Majestic)3311
Referring domains (Majestic)3191

4 details filled in for both companies.

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