User research powered by AI.
Grounded in science.
AI user research built on structured methodology — not a chatbot. A system grounded in 100+ peer-reviewed, cognitive models, and bias controls — delivering the rigor of traditional research in under 30 minutes.
3-day free trial. No credit card required
What makes it research
Structured Methodology
Validated interview scripts, hypothesis-driven questioning, six-stage analysis. Every study follows a research protocol — not a conversation. The same structured approach a senior researcher would use, automated end to end.
Bias Prevention
Context isolation keeps personas from seeing your hypotheses. Sycophancy scoring flags agreement bias in real time. Stance diversity ensures your panel includes skeptics, not just supporters. These aren't prompt tricks — they're architectural controls that make research trustworthy.
Evidence Chains
Every finding traces back to the persona, the question, and the exact quote. Built-in confidence scores tell you which findings are strong and which need validation. Auditable from theme to source.
The pipeline
Four stages. Every stage peer-reviewed. Every output is auditable.
This is how AI user research works inside the Articos platform — a structured, multi-stage process designed for speed and reliability.
Research Design
Define your research goal. Articos generates hypotheses and structures an interview script with built-in reliability conditions and cognitive branching paths — so the right follow-up questions get asked based on how each persona responds.
Persona Generation
12–50 personas built from Big Five personality traits, domain knowledge, cultural context, and adoption stance. Champions, pragmatists, skeptics, and blockers — the full spectrum. Each one with episodic memory, cognitive biases, and knowledge boundaries mapped.
Simulated Interviews
Each persona is interviewed independently. They can't see your hypotheses. They can't see each other's answers. No sycophancy. No groupthink. Responses reflect their individual personality, stance, and experience — not a generic AI average.
Synthesis & Report
Theme extraction, web validation, adversarial review, bias detection. Six stages produce a publication-ready report with confidence scores and evidence chains — not a summary, but a structured research deliverable.
What you get
Every report includes structured evidence you can audit, cite, and share.
Each finding includes a confidence rating so you know which themes to act on first — and which need further validation. Not every insight carries equal weight, and the report tells you that.
See exactly how many personas supported, refuted, or were neutral on each finding. No consensus means you've found a genuine tension — not a data point to ignore.
Every theme links to the persona and the specific quote that generated it. Cite it in your presentation. Share it with stakeholders. Trace it back to the source.
Articos cross-references findings against live web sources — published research, industry reports, and current data. External validation, not just internal consistency.
Every report includes the research design, persona demographics, interview scripts, and analysis methodology. Full transparency on how the findings were generated.
Built for teams who can't afford to guess
Agencies
Research every client pitch — not just the ones with budget. Walk into the room with structured audience insight that your competitors can't get from desk research alone.
Product Teams
Validate positioning and features using AI user research before committing the roadmap. Know what enterprise vs SMB buyers actually want — before sprint planning starts.
Consultants
Start every engagement with structured evidence, not instinct. Turn research into a billable deliverable that differentiates your practice and gives clients what they can't get elsewhere.