Skip to main content

Lookio vs Vouch

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

Lookio compared with Vouch
DetailLookio logo LookioVouch logo Vouch
What it doesBuild AI assistants on your business documents with retrieval-augmented generation Validate your startup idea with customer interviews before you build
StageStartup Not given
Founded2025 Not given
Based inDE Not given
Pricing modelFreemium Freemium
PricingForever 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 Free: 1 free idea, 10 interviews/month, 3 AI analyses/month, watermarked PDF report. Pro: $19/month for unlimited ideas and interviews with AI coach and no watermark. Team: $49/month per seat. Idea credits: 5 ideas for $5.
Key features
  • 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
  • Assumption ranking by Desirable, Viable, Feasible categories
  • Real-time AI coaching during video calls
  • Automatic transcript tagging and belief synthesis
  • Interview question generator
  • Weighted scoring by Market, Product, Customer metrics
  • Shareable PDF reports
  • Idea gallery for public project publishing
  • Chrome extension for AI analysis
What makes it different
  • 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
  • Validates with real customer interviews, not AI brainstorming
  • Two-week validation sprint instead of six months
  • Free tier available with no credit card required
Community votes00
DR (Domain Rating by Ahrefs)14 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)10
Citation Flow (Majestic)2713
Referring domains (Majestic)451

5 details filled in for both companies.

More alternatives to Lookio More alternatives to Vouch

Help centre