Idea Link vs Articos

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 Articos
Detail	Idea Link	Articos
What it does	AI-powered software cost estimation and custom software development company	AI user research platform that runs synthetic user interviews and returns a full report in under 30 minutes
Stage	Established	Not given
Founded	2019	Not given
Based in	LT	Not given
Pricing model	Free	Freemium
Pricing	Not given	Free trial: 1,000 credits (around 2 studies) for 14 days, no credit card required. Starter: $79/month with 3,000 credits per month (around 7 studies) plus 1,200 bonus credits during launch period. Pro: $199/month with 7,000 credits per month (around 17 studies) plus 2,800 bonus credits during launch
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	Synthetic persona interviews with Big Five personality model and 30 personality facets Stance Diversity Engine with champions, pragmatists, skeptics, blockers, and observers Hypothesis-blind interviews to prevent yes-man answers Six-Stage Synthesis with adversarial review Evidence chains and confidence scores White-label report export for Pro plan Talk to Research follow-up queries Live calls with personas
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	86% accuracy validated against Baymard Institute and Nielsen Norman Group across 46 studies Complete research report in under 30 minutes instead of 4-8 weeks No recruitment, scheduling, or participant incentives required Personas calibrated across 93 countries with cultural differences
Community votes	1	0
DR (Domain Rating by Ahrefs)	39 +1 (up) since last check	48 no change since last check
Trust Flow (Majestic)	28	11
Citation Flow (Majestic)	48	39
Referring domains (Majestic)	832	514

4 details filled in for both companies.

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