Idea Link vs Lookio

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

Idea Link compared with Lookio
Detail	Idea Link	Lookio
What it does	AI-powered software cost estimation and custom software development company	Build AI assistants on your business documents with retrieval-augmented generation
Stage	Established	Startup
Founded	2019	2025
Based in	LT	DE
Pricing model	Free	Freemium
Pricing	Not 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	Problem statement and solution definition Detailed feature breakdown by user roles and stories Backend logic and project risk assessment AI-powered requirements analysis 3-minute estimation process Email report delivery Full project plan documentation Multiple project scoping capability No technical background 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	Expert-trained AI based on Idea Link's 100+ projects Accounts for project complexity combinations, not just individual features Reveals hidden backend logic and project risks Completely free, no hidden 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 votes	1	0
DR (Domain Rating by Ahrefs)	36 −3 (down) since last check	14 no change since last check
Trust Flow (Majestic)	28	1
Citation Flow (Majestic)	48	27
Referring domains (Majestic)	832	45

7 details filled in for both companies.

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