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.

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

Trusted By

SquatWolf
Secure
Ampliar Marketing
Ancreva
GRI Creative
Rum Castle
SquatWolf
Secure
Ampliar Marketing
Ancreva
GRI Creative
Rum Castle

Most research gets skipped.
Because you can't afford it.

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

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

$50,000+

A single study from Baymard or NN/g starts at five figures. Most teams can’t afford it for more than a fraction of their decisions.

4–8 weeks

Recruit, schedule, interview, transcribe, synthesize. By the time findings arrive, the decision already shipped.

You fly blind

Unfunded research turns into gut feeling, Slack debates, and “let’s just ship and see what happens.”

Don't trust us. Read one.

Full personas, evidence chains, confidence scores, and methodology — all inside a real Articos report.

Read a sample report →
Grounded in published research

Validated against the firms
that set the standard.

The firms that define best-in-class user research charge $5,000–$30,000 per study and take 4–8 weeks to deliver. We validated Articos against their published findings — including Baymard Institute and Nielsen Norman Group. The result: Articos captures 86% of what expert research teams find — in under 30 minutes instead of months.

Ground truth fromBaymard InstituteNielsen Norman GroupCHINeurIPSPNASACL
Research Fidelity
86%

Articos captures 86% of the themes and findings that expert research teams identify — validated against published research from Baymard Institute and Nielsen Norman Group.

Research Fidelity Index, 46 studies across 9 domains
Cross-domain
46 studies

Validated across e-commerce, SaaS, healthcare, fintech, consumer mobile, education, enterprise, cross-cultural, and mixed research domains.

Grounded Simulation peer-reviewed study, Articos Research (2026)
Accuracy vs. raw AI
7.5×

More accurate than prompting the same AI model directly. Same model, different architecture.

Five-condition comparison, p < 0.002 (Wilcoxon signed-rank)
How it works

Three steps. Thirty minutes.
One report you can ship.

From research question to structured, actionable findings — without recruitment, scheduling, or waiting weeks.

Step 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.

Step 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.

Step 03

Get an enterprise grade 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.

The Panel

Personas that disagree by design

Every simulated participant in the Articos user research platform is built from 30 personality facets, cognitive bias patterns, and enforced attitudinal diversity. They don't all agree with you. They don't all love your idea.

5 of 12 personas are calibrated to push back — skeptics, late adopters, and the “I don't see why I'd switch” segment. If your messaging only works on enthusiasts, you'll know before you ship.

👤
Maya Chen, 28
UX Designer · San Francisco
Skeptic
Personality (NEO-PI-R)
O
82
C
45
E
71
A
38
N
65
Episodic Memory
“Switched from Figma to Sketch in 2019 — hated the learning curve. Took 3 months before I stopped resisting.”
The Output

Turn insights into deliverables, not just data

Structured findings generated by a user research platform — including motivations, objections, clarity issues, and specific recommendations. Exportable to PDF. White-label ready for client delivery.

Built so your strategist can hand it to the creative team and they both know what to do next.

Research ReportPDF ready
Key Theme
Onboarding friction is the #1 barrier
Found in 84% of personas · High confidence
Evidence
“The tutorial was 12 steps long. I gave up at step 4.” — David Park, Pragmatist
12 personas3 web sources86% confidence
Just 30 minutesFrom question to shippable report
The objection you're about to have

“Why can’t I just use
ChatGPT or Claude?”

We tested that too. When you prompt GPT to do audience research, it generates 142 themes per topic — but only 6 match what expert researchers find. That’s a 22-to-1 noise ratio. Articos produces 17 focused themes. Same model. Completely different architecture.

Purpose
Articos

Structured user research with behavioral science grounding

ChatGPT / Claude

General answers & content generation

Audience simulation
Articos

30-facet personas + cognitive biases + enforced diversity

ChatGPT / Claude

Generic role-play without depth

Sycophancy prevention
Articos

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

ChatGPT / Claude

Confirms expectations by default

Insights
Articos

Motivations, objections, clarity issues, prioritized recommendations

ChatGPT / Claude

High-level guesses and generic themes

Signal quality
Articos

17 focused themes per study (7.5× more accurate)

ChatGPT / Claude

142 themes with 22:1 noise ratio

Workflow fit
Articos

Projects, studies, team collaboration, white-label export

ChatGPT / Claude

None

A/B testing
Articos

Upload and get structured audience reactions

ChatGPT / Claude

Not available

Decision support
Articos

Evidence chains, confidence scores, adversarial review

ChatGPT / Claude

Unverified output

Frequently asked questions

Articos is a user research platform that uses AI to turn user ideas, landing page designs, and messaging into structured audience conversations. By utilizing "synthetic personas"—AI-generated participants that mirror real-world demographics and behaviors—Articos provides valuable insights with high speed and low overhead, allowing teams to validate concepts without the long wait times associated with traditional recruitment.
A user research platform is a software that helps product teams, UX designers, and marketers gather feedback from their target audience. These platforms typically facilitate activities such as interviews, surveys, and usability testing to help businesses understand user needs, pain points, and behaviors before investing in building or launching a product.
In a modern user research platform like Articos, AI research eliminates the need for participant recruitment. You describe your research goals and target audience, and the AI generates synthetic personas that match those profiles. The platform then simulates structured interviews or landing page tests with these personas. Within about 30 minutes, the AI synthesizes these conversations into actionable insights, identifying common themes, objections, and language patterns.
Articos is best used alongside traditional user interviews rather than as a full replacement. As a user research platform, it excels at rapid concept validation and early-stage directional feedback when you need answers in minutes rather than weeks. While synthetic research is excellent for testing hypotheses and refining messaging at scale, live human interviews remain the gold standard for uncovering deep emotional nuances and unexpected edge cases in later stages of development.
Unlike traditional research that can take 2–3 weeks to recruit and schedule participants, Articos typically delivers a full synthesis of insights in less than 30 minutes. This makes it one of the fastest ways to run research using an AI-powered user research platform.