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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.

Get your first research free

7-day trial · 2 free researches · No credit card

86%

Human accuracy — validated
across 46 studies

30 minutes

From questions to
enterprise-grade report

$8–20

Per study, vs $5,000$30,000 at a
traditional firm

Natia Kurdadze
Articos lets me and my clients simulate audience behavior and predictably identify high-converting segments before we launch. No more spray-and-pray targeting. We know exactly who to target and why.
Natia Kurdadze
Marketing Consultant
The problem


Traditional user research costs $5,000–$15,000 per study and takes 4–8 weeks. So teams stretch old data, recycle assumptions, or prompt ChatGPT and call it insight.

Articos exists for every decision that deserved real research but never got it.

Research every decision. Not just the ones you can afford.

Starter

Launch pricing — 40% off
$47/mo$79

For consultants and SaaS teams with a few clients or focused use cases each month.

Try Free
7-day free trial · No credit card
Includes
10 researches per month
5 live calls with your audience per monthNEW
User interviews
A/B testing
Interview script refining
3 probing follow-ups per research
2 Talk to Research queries per research
Enterprise-grade research report
Report sharing
Most popular

Pro

Launch pricing — 40% off
$119/mo$199

For agencies and consultants managing multiple clients who need ongoing research with white-label delivery.

Try Free
7-day free trial · No credit card
Everything in Starter, plus
Unlimited researches
20 live calls with your audience per monthNEW
Unlimited probing follow-ups
Unlimited Talk to Research queries
White-label reports
How Articos user research works


From interview question to structured, actionable research report — without recruitment, scheduling, or waiting weeks for traditional user testing.

Step 01

Set your user research goal

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

Step 02

Your audience shows up

Articos generates diverse synthetic 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.

Step 03

Get a user research 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


The Panel

Users 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 product, UX, or messaging only works on enthusiasts, you'll know before you ship.

The Output

Turn user research 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.

The line of work


A language model generates plausible text. A user research platform generates evidence. They look similar from the outside — both produce paragraphs about your users. They’re different categories of work. Articos is what happens when you treat the model as one stage of an online user research pipeline, not the whole answer.

Purpose

Structured user research with behavioral science grounding

LLMs:General answers & content generation
Audience simulation

30-facet personas + cognitive biases + enforced diversity

LLMs:Generic role-play without depth
Sycophancy prevention

Hypothesis-blind architecture — personas can’t see what you’re hoping to find

LLMs:Confirms expectations by default
Insights

Motivations, objections, clarity issues, prioritized recommendations

LLMs:High-level guesses and generic themes
Signal quality

17 focused themes per study

LLMs:142 themes with 22:1 noise ratio
Workflow fit

Projects, studies, team collaboration, white-label export

LLMs:None
A/B testing

Upload and get structured audience reactions

LLMs:Not available
Decision support

Evidence chains, confidence scores, adversarial review

LLMs:Unverified output
What teams say

Founders, agencies, consultants, and growth teams — moments when user research replaced assumption.

Trusted by Operators and Decision-Makers
who validate before they commit
Francis Yupangco
Francis Yupangco
Founder
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.
Francis Yupangco
Founder · Yventure Brand Strategy Partners