Find the audience underneath
the persona deck.

Run synthetic user interviews to map jobs-to-be-done, define your ICP, understand your audience’s workflow, and surface the pain points they actually have — not the ones you assumed.

Get your research free

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

86%

human-researcher accuracy

minutes per study

no waiting for participants

Understand what your audience is trying to do — and what’s getting in the way.

Run hypothesis-blind interviews with synthetic personas across roles, seniorities, and industries. Surface the jobs they’re hiring you for, the workflow they currently use to get those jobs done, and the friction that surfaces along the way. Each persona is interviewed in isolation — no leading questions, no groupthink, no incentive to give you the answer they think you want.

Sample

Interview · Role: VP of Marketing · SaaS · Series B

Aisha K.

VP Marketing · 9 yrs

Interviewer

“Walk me through how you currently approach audience research.”

Aisha

“Honestly? We pull from last quarter’s win/loss notes and hope the market hasn’t moved. By the time we validate our assumptions, we’re already mid-campaign.”

Pain: Stale dataJob: Validate messagingFriction: No research budget

Build the ICP your spreadsheet doesn’t capture.

Generate personas across role, seniority, industry, company size, and geography. Test which segments resonate with your offer, which segments your team has been overlooking, and which ones look right on paper but reject the pitch in practice. The ICP slide that worked last year probably needs a closer look.

Sample

ICP Segment Map · 6 of 12 personas

Sara C.

Head of Growth · Mid-market

Match

82%

Ravi T.

Founder · Startup

Match

74%

Maya L.

CMO · Enterprise

Match

31%Rejects pitch

James B.

PM · Mid-market

Match

67%

Nina K.

Dir. Marketing · SMB

Match

88%Best fit

David P.

VP Sales · Enterprise

Match

45%

The cost of “knowing” your audience the old way.

Four current alternatives. Four reasons they don’t hold up when the audience shifts.

The way most teams know their audience today

The way Articos builds audience understanding

Refer to the persona deck from last year. The deck was right when it was built. The audience has shifted since.

Run fresh research in 30 minutes. Update your persona work as often as your messaging cycle demands.

Ask the sales team for anecdotes. Sales heard from the loudest 10 prospects. The other 90% never picked up the phone.

Hear from a structured panel of 12–50 personas. Diverse segments, hypothesis-blind, none more vocal than the others.

Prompt ChatGPT to describe your ICP. Generic AI output, no methodology, no segment structure. 7.5× less accurate than structured research.

Generate personas grounded in behavioral science. Validated at 86% human-researcher accuracy across 46 peer-reviewed studies.

Read customer reviews on G2. Reviews come from people who already bought. The audience you haven't reached doesn't review you.

Interview the audience you haven't reached yet. Synthetic personas span your current customers and the segments still on the table.

The ICP that won you the last deal isn’t the ICP that wins the next one.

Get your research free

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

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

Audience discovery research in Articos lets you run hypothesis-blind synthetic interviews across a structured panel of personas — segmented by role, seniority, industry, and company size. Instead of relying on a persona deck that was accurate last quarter, you surface what your audience is trying to accomplish today, the workflows they currently use, and the friction that gets in the way. The output is a mapped jobs-to-be-done framework, pain point clusters, and a refined ICP — generated in under 30 minutes.

Jobs-to-be-done is a framework for understanding why customers hire a product — the functional, social, and emotional progress they're trying to make. Articos surfaces them by asking each synthetic persona about their current workflow, what they're trying to accomplish, and where the current approach breaks down. Because the interviews are hypothesis-blind, the personas surface the jobs they actually have — not the ones you primed them to confirm.

G2 reviews come from people who already bought your product. They reflect the audience that converted — not the segments you have yet to reach. Customer interviews suffer from a similar selection bias, and from social desirability effects where respondents tell you what they think you want to hear. Articos interviews synthetic personas across your full addressable market, including segments that have never heard of you. The panel is hypothesis-blind, structured, and covers the audience you need to understand — not just the ones already in your CRM.

You configure a research study with the target roles, industries, and company sizes you want to explore. Articos interviews each persona independently, returning resonance scores, objection patterns, and workflow descriptions for each segment. You can compare which segments respond strongly to your offer, which ones look right on paper but reject the pitch, and which ones your team has been overlooking. The ICP emerges from the data — not from internal assumptions.

Most audience discovery studies complete in under 30 minutes from setup to results. You define your target segments, configure the interview questions or use a pre-built jobs-to-be-done template, and Articos runs the study through 12–50 synthetic personas. You receive a structured output with jobs-to-be-done clusters, pain point themes, workflow descriptions, and segment-level resonance scores — ready to act on the same day.

Yes — this is one of the primary use cases. Because Articos uses synthetic personas, you can interview segments that have no awareness of your product, no prior relationship with your sales team, and no reason to give you a favorable response. If you're evaluating a new vertical, a new seniority tier, or a new geography, Articos lets you run discovery research before a single sales call or campaign dollar is committed.

Stop building for the audience
you assumed you had.

Run your first audience research free. Under 30 minutes. No credit card.

Give your first research free Talk to us

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

Find the audience underneaththe persona deck.

Understand what your audience is trying to do — and what’s getting in the way.

Build the ICP your spreadsheet doesn’t capture.

The cost of “knowing” your audience the old way.

Stop building for the audienceyou assumed you had.

Find the audience underneath
the persona deck.

Stop building for the audience
you assumed you had.