Rehearse your audience.
Decide with conviction.

User research that used to take weeks and cost thousands — at a fraction of the cost, in under 30 minutes.

Validated against Baymard Institute Nielsen Norman Group benchmarks
Research Fidelity Index
86%
Human accuracy — validated across 46 studies
Articos Raw AI prompting
">7.5× more accurate than raw AI
30min
From questions to enterprise-grade report
$8–20
Per study, vs $5,000–$30,000 at a traditional firm
9
Domains validated — e-commerce, SaaS, healthcare, fintech, and more
The method

Three steps. No recruitment.

01

Set your research goal

Define what you need to understand, validate, or build strategy around — messaging clarity, audience reaction, concept feedback, competitive positioning, or persona development. Setup takes under 3 minutes.

02

Your audience shows up

Articos generates diverse personas built on Big Five personality science, cognitive bias mapping, and enforced stance diversity — then interviews them blind to your hypotheses. This isn't ChatGPT role-playing a user. It's structured research methodology.

03

Get a report you can use immediately

Motivations, objections, confusion points, language patterns, and prioritized recommendations — structured into a report you can share with your team, present to clients, or use to make your next call. Exportable. White-label ready.

What comes out

Personas you'd actually recruit.
Reports you'd actually ship.

01 / 02 — The Panel

Personas that disagree by design

30 personality facets, cognitive biases, and enforced stance diversity per persona — so they don't all love your idea. 5 of 12 are calibrated as skeptics and late adopters. If your messaging only works on enthusiasts, you'll know before you ship.

Agree7
Neutral3
Disagree2
Outlier1
02 / 02 — The Output

Turn insights into deliverables, not just data

Motivations, objections, clarity issues, prioritized recommendations — structured so your strategist hands it to creative and both teams know what to do next. Export to PDF. White-label ready.

Motivations
Objections
Clarity issues
Recommendations
Trusted by teams at
SquatWolf
Secure
Ampliar Marketing
Ancreva
GRI Creative

From an agency perspective, Articos brings speed, clarity, and real user signal into the strategy process. It helps cut through assumptions and gives teams something concrete to build on — stronger work, better client decisions.

Strategy research

The user interviews are gold. The personas I spoke to felt real, and their opinions matched real users from companies I'd tested before. Direct answers from your customers, whenever you need them, without chasing anyone down.

Persona research

Articos is basically a research assistant with an MBA, except they hand you a full report in half an hour. No more guessing or waiting weeks — fast insights that are actually right on point.

Quick research
Why not just use a language model?

A language model generates plausible text.
Audience research generates evidence.

Language model raw output
Articos
Human research
Fidelity ceiling
14%
86%
100%
Sycophancy prevention
Confirms expectations
Hypothesis-blind architecture
Yes (with skilled moderator)
Signal quality
142 themes, 22:1 noise ratio
17 focused themes
High, variable cost
Turnaround
Minutes
30 minutes
4–8 weeks

For agencies, consultants, and B2B SaaS teams — research used to be the thing you skipped because it cost too much and took too long. That era is over.

Your next decision deserves evidence, not gut feeling.