Articos exists for the research that usually gets skipped. Traditional user research tends to cost thousands of dollars and take several weeks, so teams stretch old data or prompt a language model and call it insight. Articos instead builds a panel of synthetic personas that you can interview on demand, with reports delivered in around 30 minutes rather than 4 to 8 weeks.
What separates it from simply chatting with a model is structure. Each persona is built on Big Five personality facets, cognitive bias mapping, and enforced stance diversity, and interviews are conducted hypothesis-blind so personas cannot see what you are hoping to find. That architecture is designed to counter sycophancy, the tendency of a model to agree with your premise. The output is a structured report with motivations, objections, confusion points, language patterns, and prioritized recommendations, exportable to PDF and white-label ready.
Articos reports being validated against published findings from research firms such as Baymard Institute and Nielsen Norman Group, claiming 86% capture of the themes and findings expert teams identify across 46 studies in nine domains. Beyond interviews it supports messaging testing, landing page and A/B testing, and an MCP integration so research can run inside an AI agent. It suits founders, product managers, designers, consultants, and agencies that need direction before committing budget, with a free entry point and roughly $10 per study on paid plans.
