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Modurian vs Lookio

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

Modurian compared with Lookio
DetailModurian logo ModurianLookio logo Lookio
What it doesMulti-agent AI workspace for developers and founders to plan, code, preview, and deploy web apps Build AI assistants on your business documents with retrieval-augmented generation
StageMVP Startup
FoundedNot given 2025
Based inNO DE
Pricing modelFreemium Freemium
PricingFree: 50 credits on signup with Google sign-in, no credit card required. Pro: $40 per month with 2,000 credits per month. 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
  • Multi-agent modes: Build, Plan, and Ask for specialized agent behavior
  • Smart model routing that auto-selects the best AI model for each message
  • Live in-browser preview with device modes, console, and element picker
  • One-click deploy to public Spaces URLs
  • GitHub export and ZIP download
  • Snap-to-Build: convert screenshots to responsive HTML/CSS (Pro)
  • Sandbox npm commands: install, build, test with streamed logs
  • Pre-configured AI models for text, code, and images; no API keys needed
  • Project memory and custom rules with auto-learned tech stack
  • Starter templates for landing pages, dashboards, blogs, and e-commerce
  • 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
  • All AI models and deployment included on signup with no API keys or provider keys required
  • Specialized agent modes for planning, building, and Q&A instead of a single chatbot
  • Everything in one workspace: chat, code editor, live preview, and deploy without tab switching
  • Sessions persist so you can resume projects anytime with full context
  • Transparent credit metering so you always know what a build costs
  • 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)5 no change since last check14 no change since last check
Trust Flow (Majestic)31
Citation Flow (Majestic)1927
Referring domains (Majestic)2145

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