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Impact AI vs Lookio

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

Impact AI compared with Lookio
DetailImpact AI logo Impact AILookio logo Lookio
What it doesTesting and improvement for GenAI systems, before deployment and in production Build AI assistants on your business documents with retrieval-augmented generation
StageNot given Startup
FoundedNot given 2025
Based inUS DE
Pricing modelNot given Freemium
PricingNot given Forever Free plan: 100 welcome credits, 125k words knowledge base. Credit packs: Launch Pack 200 credits €6, Orbit Pack 1,000 credits €24, Lunar Pack 2,500 credits €52.50, Stellar Pack 10,000 credits €180, Galactic Pack 50,000 credits €750, Cosmic Pack 200,000 credits €2,400. Starter plan €19/month
Key features
  • Automated evaluations with off-the-shelf benchmarks and LLM as Judges
  • Product strategy and cross-department PM modules
  • Automated alerts for deviations in product behavior
  • LLM as Users for simulating diverse user personas
  • AI portfolio governance and oversight
  • User feedback automation and expert annotation
  • Metrics comparison with historical data and leaderboards
  • Customizable metrics for different knowledge levels and evolving needs
  • Integration with existing workflows for cross-departmental teams
  • Embed chat widget on website or documentation platform
  • Automatic sitemap syncing to keep knowledge current
  • GDPR-compliant and data never used for model training
  • No hallucinations through strict grounding in uploaded documents
  • Integration with n8n, Make, Zapier and custom applications
What makes it different
  • Measures real-world impact to prove business and user value before deployment
  • Metrics become shared language across product, engineering and risk teams
  • Reduces reliance on data scientists by automating AI product management
  • Makes impact of AI predictable through testing and forecasting
  • Ensures AI aligns with actual user needs through feedback and explainability
  • No vector database management required - Lookio abstracts infrastructure complexity
  • Built for automation and integration, not just interactive reading
  • European data processing option with Mistral for GDPR-sensitive use cases
  • Hybrid knowledge base combining documentation with proprietary Q&As
  • Fast widget integration with minimal code required
Community votes00
DR (Domain Rating by Ahrefs)39 no change since last check14 no change since last check
Trust Flow (Majestic)71
Citation Flow (Majestic)2327
Referring domains (Majestic)8445

4 details filled in for both companies.

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