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vibld vs Articos

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

vibld compared with Articos
Detailvibld logo vibld Articos
What it doesAI application builder that turns conversation into a working project AI user research platform that runs synthetic user interviews and returns a full report in under 30 minutes
StageMVP Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree: $0/month with $1.00 monthly model spend (after saving card) or $0.20 one-time trial. Build: $19/month or $190/year with $14.00 monthly model spend. Ship: $49/month or $490/year with $40.00 monthly model spend. Top-ups: $10 for $8.00 model spend on any plan. 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
  • Command-line builder for local generation
  • Portable code with no proprietary dependencies or phone-home checks
  • 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
  • Generates conventional, portable React code with zero lock-in
  • Design-driven workflow with visual direction before code generation
  • Projects keep working forever with no proprietary runtime dependency
  • 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 votes00
DR (Domain Rating by Ahrefs)4 no change since last check48 no change since last check
Trust Flow (Majestic)011
Citation Flow (Majestic)2039
Referring domains (Majestic)5514

5 details filled in for both companies.

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