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quario vs Lookio

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

quario compared with Lookio
Detailquario logo quarioLookio logo Lookio
What it doesDeclarative reporting engine for AI agents and JavaScript applications Build AI assistants on your business documents with retrieval-augmented generation
StageNot given Startup
FoundedNot given 2025
Based inNL DE
Pricing modelFreemium Freemium
PricingEvaluate: Free with watermark, no time limit. Deployment: $199 per deployment per year, billed annually. OEM / Redistribution: Custom pricing. 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
  • Renders to HTML, PDF, XLSX, and Word from one definition
  • Safe expression parsing without eval or code generation
  • Automatic computation of totals and aggregates from source data
  • Built-in validation with detailed error reporting at expression paths
  • MCP server integration for AI agent tool calling
  • Production-ready report templates
  • Runs in browser, Node, edge workers, and any JavaScript environment
  • No watermark on licensed production deployments
  • Offline license verification, no activation server required
  • 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
  • Numbers always computed from source data, never from model output
  • One JSON definition renders to four document formats
  • No headless browser required for PDF generation
  • Unlimited users, agents, and renders per deployment with simple annual pricing
  • 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)1 no change since last check14 no change since last check
Trust Flow (Majestic)21
Citation Flow (Majestic)2427
Referring domains (Majestic)1245

6 details filled in for both companies.

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