Articos

Product teams, agencies, consultants, and SaaS companies often need user research to validate ideas, messaging, and designs, but traditional research firms charge $5,000 to $15,000 per study and take 4 to 8 weeks to deliver results. Because of this cost and delay, teams skip research entirely, stretch old data, recycle assumptions, or use generic AI prompts and treat the output as insight. Agencies facing tight pitch deadlines, consultants without research budgets, and SaaS teams shipping faster than they can validate all end up making decisions without real evidence.

Articos builds synthetic user personas from a prompt or website URL and interviews them to produce structured research reports in about 30 minutes, priced from roughly $8 to $10 per study. Personas are built using the Big Five personality model with 30 facets, cognitive bias mapping, and enforced stance diversity (champions, pragmatists, skeptics, blockers, observers), and are interviewed hypothesis-blind so they cannot tell researchers what they want to hear. An ELEPHANT Scoring check flags personas that simply agree with everything, and studies run through a Six-Stage Synthesis process with an adversarial review step. Reports include motivations, objections, clarity issues, language patterns, and prioritized recommendations, and are exportable and white-label ready. The company states it validated its reports at 86% fidelity against published findings from Baymard Institute and Nielsen Norman Group across 46 studies in 9 domains, and claims 7.5x more accuracy than prompting the same AI model directly.