Articos
Articos runs synthetic user research: AI personas matched to your customers react to your messaging, landing pages and A/B variants in about 30 minutes, now als
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What Articos does
Articos is a synthetic user research tool. Instead of recruiting real people, you describe your audience and Articos interviews simulated personas matched to your ideal customer, one at a time, to answer a research question. It offers four kinds of study: user interviews, message testing, landing-page tests and A/B tests of copy or pages. Each produces a report, and Articos says a study takes about 30 minutes. It is aimed at SaaS teams, agencies, consultants and founders who would otherwise skip research because a traditional study costs thousands of dollars and takes weeks.
The company’s central claim is accuracy: Articos says that across 46 studies its findings matched published research from the Baymard Institute and Nielsen Norman Group about 86% of the time, and it publishes its methodology. That is Articos’s own benchmark; we have not checked it. Simulated buyers can tell you which way to lean, but its makers said on Product Hunt that this is not a replacement for a real test once you are live.
Articos launched on Product Hunt on 2 September 2026 and finished #3 for the day with 394 points. A second launch, Articos MCP, followed on 13 October 2026 and finished #1 with 313 points and 91 comments. It lets you run the same simulated audiences from inside Claude, ChatGPT, Cursor and other AI assistants, and is included in the paid plans. Founder and CEO Shaheer Gadit and Owais Khan are the makers listed on Product Hunt.
We have not tested Articos ourselves. This page brings together its official site, its Product Hunt page and the public pages of the products it is compared with, and says where each fact comes from.
Articos pricing
Articos sells monthly plans in credits, with a free trial. One study uses about 400 credits. Prices are in US dollars.
| Plan | Price | What you get |
|---|---|---|
| Free trial | $0 | 14 days with 1,000 credits (about 2 studies), no credit card |
| Starter | $79/month | 3,000 credits a month (about 7 studies) plus 1,200 launch bonus credits, MCP access, interviews, message and A/B testing, reports |
| Pro | $199/month | 7,000 credits a month (about 17 studies) plus 3,000 launch bonus credits, for agencies with white-label delivery |
Monthly credits reset each billing cycle; top-up credits carry forward.
The bonus credits are a launch offer and may end.
The home page puts the cost at from $8 per study on a monthly plan or $14.50 on an on-demand pack.
Custom plans are available on request.
Checked 14 October 2026 · Official pricing page · Prices change, so confirm before you buy
Who Articos is for
- need a quick read on headlines, positioning or landing pages before you spend on ads or a launch
- are an agency or consultant who wants research behind client recommendations (Pro adds white-label delivery)
- already write copy in Claude or ChatGPT and want feedback there through the MCP
- need evidence from real customers: the makers say it does not replace a live test
- work in a niche where published usability research is thin, since the accuracy claim is benchmarked against Baymard and Nielsen Norman studies
- want a single study without a plan: after the trial, research is sold through monthly plans and credit top-ups
Articos alternatives and how they compare
These are products Product Hunt lists as alternatives. Review scores are Product Hunt users' own.
| Product | What it is | Starts at | Reviews | How it differs from Articos |
|---|---|---|---|---|
| Articos this page | Synthetic user research: AI personas matched to your customers test your messaging and pages | 14-day free trial, then from $79/month | No reviews yet | — |
| Sprig | Enterprise survey and research platform run by AI agents | See its pricing page | 5.0 (8 on Product Hunt) | Researches your real users through surveys and studies. Articos simulates your audience instead. |
| Dovetail | Customer insights hub, now with 'Digital Twins' built from real customer data | See its pricing page | 4.5 (13 on Product Hunt) | Its digital twins are built from your own customer data. Articos generates personas from your audience description. |
| User Persona Generator | Free tool that writes user personas | Free, no email required (its site says) | 4.7 (19 on Product Hunt) | Creates personas only. Articos interviews them and tests your pages and copy against them. |
Product Hunt also lists Kraftful and TheySaid as alternatives. Articos's own site carries comparison pages against tools such as Wynter, Synthetic Users, UserTesting and Maze.
Articos reviews
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No reviews on Product Hunt yet as of 14 October 2026 · Product Hunt reviews
What the community says
From the Product Hunt launch discussion (53 comments):
So you can do A/B testing without doing A/B testing right?
The maker replied: Owais Khan: pretty much, without the traffic or the wait, but not a replacement for a real test once you are live.
how does Articos measure it's 86 % of human accuracy?
The maker replied: Owais Khan: by asking the same questions as published Baymard and Nielsen Norman studies; findings matched about 86% of the time.
This is the kind of MCP that doubles or triples the value and convenience of a product like this.
Read the full discussion
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Frequently asked questions
What is Articos?
A synthetic user research tool that tests your messaging, positioning and landing pages against AI personas matched to your ideal customer. It launched on Product Hunt on 2 September 2026.
What is Articos MCP?
A second launch, on 13 October 2026, that lets you run Articos's simulated audiences from inside Claude, ChatGPT, Cursor and other assistants. It is included in the Starter and Pro plans.
How accurate is it?
Articos says its findings matched published Baymard Institute and Nielsen Norman Group research about 86% of the time across 46 studies. That is the company's own benchmark, and its methodology is published on its site.
How much does Articos cost?
A 14-day free trial includes 1,000 credits, about two studies. Starter is $79 a month and Pro $199 a month; one study uses about 400 credits.
Does it replace real A/B testing?
No. Its makers describe it as a check before you spend, not a replacement for a live test.
How long does a study take?
Articos says about 30 minutes from question to report.
Sources (11), checked 14 October 2026
- Articos official site
- Articos pricing
- Articos methodology
- Articos demo and contact
- Product Hunt launch (Articos)
- Product Hunt launch (Articos MCP)
- Product Hunt page
- Product Hunt alternatives
- Sprig
- Dovetail
- User Persona Generator
We list Articos from public sources and are not affiliated with it. Spotted something wrong? Tell us.