Every A/B test tells you which variant won. Articos tells you why.
Drop in two variants and get a structured research report — not just a winner. Know what resonated, what confused, and what to change next. No traffic required.
3-day free trial. No credit card required
Traditional A/B tests tell you what. Never why.
That’s all you’re going to get. Maybe a statistically significant lift — but zero explanation of why one version moved the needle and the other didn’t.
Click-rate tells the what. It can’t tell you which section confused users, what line triggered objections, or why buyers hesitated on pricing.
Need to test before launch? You can’t A/B test a page that has no traffic yet. So you launch blind and let real users be the guinea pigs.
Two variants in. One comparative report out.
Each variant goes through the same structured variant testing process using a behaviorally-diverse persona panel. You get a structured comparison — not a conversion metric.
Drop in both variants
Paste the URLs or upload screenshots. The A/B testing platform configures a full persona panel — Big Five personality profiles, cognitive biases, adoption stances — and runs both variants through the same audience.
Pick what you’re testing for
Choose your lens: Messaging Clarity, Value Proposition Fit, Trust & Credibility, CTA Effectiveness, or Full Analysis. This shapes the interview protocol and the scoring framework.
Meet your split panel
Articos interviews each variant separately. Personas include champions, pragmatists, skeptics, blockers, and observers. Every response is independent — no cross-contamination between variants.
Watch the stakes come out
Both variants get scored across dimensions using the same persona panel. You see exactly where Variant A outperformed, where Variant B created confusion, and why. This isn’t analytics — it’s behavioral diagnosis.
Get the comparative report
A full, structured comparison report with variant-by-variant scoring, conversion testing insights, theme-level analysis, direct persona quotes, and prioritized recommendations for what to change and why. Export-ready. Presentation-ready.
What lands in your inbox
After a comparative study, Articos delivers four core deliverables — built for decisions, not just dashboards.
Top-of-mind scorecard
Variant-by-variant scoring on clarity, trust, objections, and willingness to act. See which version won each dimension — and by how much.
UX audit cohort
Per-persona breakdown of how each variant was interpreted. Identify where specific segments got confused, dropped off, or switched preference.
Market-open fit themes
Patterns across all personas: which messaging themes resonated, which triggered objections, and which were ignored entirely. Themes you’d miss in click data.
First-persona quotes
Direct quotes from simulated interviews — organized by theme and sentiment. Use them in stakeholder presentations, design briefs, or strategy decks.
Why this isn't just another A/B testing tool
Every feature in the Articos A/B testing platform was built on peer-reviewed behavioral science: Big Five traits, ACT-R memory, Rogers' adoption stance, and Hofstede's cultural dimensions.
It runs interviews, not traffic
Synthesized user interviews with behaviorally-grounded personas. Each persona has distinct personality traits, cognitive biases, and attitudes — so their reactions to your variants are independently generated, not averaged.
Stance-diverse persona reactions
Every panel includes champions, pragmatists, skeptics, blockers, and observers. You don’t just hear from the people who’d like anything — you hear from the ones who’d walk away.
Deliberate stance, AI rationale
Interviewing questions are built to emerge natural opinions — not to trap or lead. Each persona quote includes a rationale trace so you can understand why they responded the way they did.
Web-validated evidence
Every theme in the report is cross-referenced against live web research — current industry data, published findings, and real behavioral benchmarks. Not just what the model “thinks.”
The observation room
After the report, use Talk to Research to interrogate the findings further. Ask follow-up questions like “What specifically made skeptics reject Variant A’s pricing section?” and get structured answers.