Articos

Articos is a user research platform that uses synthetic personas, AI-generated participants that mirror real-world demographics and behaviors, to interview audiences about ideas, landing pages, and messaging. The page states that personas are interviewed without seeing the user's hypothesis, that a Stance Diversity Engine builds panels with champions, pragmatists, skeptics, blockers, and observers, and that an ELEPHANT Scoring check flags personas that simply agree. Outputs include motivations, objections, clarity issues, language patterns, and prioritized recommendations, exportable to PDF with white-label options. The page reports 86% human accuracy validated across 46 studies, compared against Baymard Institute and Nielsen Norman Group findings. The page positions Articos as best used alongside traditional user interviews rather than as a full replacement. Pricing is listed from $8 per research on a monthly plan or about $10 on an on-demand pack, with a free trial offered.

Key features

• Synthetic user interviews with AI-generated personas
• Hypothesis-blind interviews so personas cannot see the user's hypothesis
• Stance Diversity Engine with champions, pragmatists, skeptics, blockers, and observers
• ELEPHANT Scoring to flag personas that simply agree
• Structured research reports with motivations, objections, clarity issues, and prioritized recommendations
• Evidence chains, confidence scores, and adversarial review
• PDF export and white-label export
• Projects, studies, and team collaboration
• A/B and concept testing support
• Browser-based research with no software to install or participants to recruit

Best suited for

• Product designers and UX teams validating early-stage concepts
• Marketers testing messaging, ads, and landing pages
• Agencies preparing research for client pitches
• Consultants and fractional CMOs seeking evidence for recommendations
• B2B SaaS teams validating positioning and audience fit

Pricing

From $8 per research on a monthly plan, or about $10 per research on an on-demand pack; a free trial is offered.