Finally,act on what yourcustomers actually think.
Thousands of AI-moderated interviews, distilled into a living consumer brain you can just ask — every answer traced back to a real human voice, with the count to prove it.
The way it works today
You make growth bets on guesses, hunches, and a survey from last quarter.
Real consumer signal is slow, expensive, and gone the moment the project ends. So the biggest decisions get made in the dark.
Slow
A study takes months. The decision is this week.
Costly
Six figures to a research firm for a deck nobody reopens.
Secondhand
You hear from a junior proxy — never the strategy-setter.
Dead on arrival
The signal dies in a slide. The understanding never compounds.
What if you could just hear them — all of them — and ask?
Ask a growth question. Get a cited answer.
Not a dashboard to interpret. Not a deck to schedule. A plain answer to the question you actually have — and underneath it, the real voices it came from and exactly how many said it.
Real voices · de-identified
It doesn't store research.
It builds understanding.
A survey gives you a number. A brain remembers the human behind it — and gets sharper every time it listens. It works the way memory does.
It listens
AI-moderated voice & video interviews that talk to your customers like a person — patient, curious, at a scale no human team can staff.
It remembers
Every conversation is kept as cited fact — who said it, how many, when. Nothing dies in a deck. The understanding accumulates.
It distills
Raw voice becomes durable, sourced insight. Contradictions are kept and flagged, never smoothed into a comfortable average.
It reasons
Across thousands of conversations it starts to reason like a category expert who has personally met your market — and answers like one.
And it compounds. Every brand deep-dive sharpens the shared category base — de-identified — so the method improves once and lifts every brain after it. The longer it runs, the harder it is to catch.
One pipeline, from a question to a brain that answers.
Point tools solve one slow step. We run the entire chain — so every study deepens the same compounding asset instead of dying as a one-off. That's the part nobody can copy stage by stage.
Study design
A research question becomes a discussion guide and screening quotas — agent-assisted, ready in hours.
Recruitment · Atlas
Match your exact ICP from a 30M+ panel. Quotas, scheduling, and show-up — handled.
Quality guard
KYC, anti-fraud, and attention checks strip bad actors out before they ever touch the brain.
AI interview
Realtime voice & video, moderated by AI. Sub-second, brain-aware, genuinely conversational.
Distillation
Transcripts become cited facts — PII removed, contradictions flagged, one clean commit per run.
The brain
A living, cited knowledge layer — served as MCP into the tools your team already uses.
Habit never formed — it isn't price.
Your customers, or ours.
The brain is only as honest as the voices behind it. So you choose whose voice goes in — and the same rigor runs either way.
Talk to your own customers
Bring your list — churned subscribers, trial drop-offs, your best repeat buyers. We interview the exact people whose behavior you're trying to explain.
Or recruit from a 30M+ panel
No list? We source and verify your exact ICP from a 30M+ panel — by category, demographic, and behavior — and have them in conversation within days.
either way → one cited, de-identified brain · contradictions kept, never smoothed
It lives where your team already works.
One brain, two ways in — as MCP for the chat apps your team lives in, and as tools for the agents your team builds.
In the chat apps you already open
Connect the brain once. Ask in plain language, right where you work.
Inside the agents you build
Expose the brain as callable tools so your agents can cite real consumer voice mid-task.
Every claim is cited
Who said it, how many, when. A claim without a count isn't a fact yet.
Privacy is structural
PII is stripped at ingestion, every study — not a toggle you can forget.
Synthetic ≠ evidence
Real voice substantiates. Generated text may illustrate, never stand in for it.
Stop guessing what your customers want.
We're partnering with a small number of D2C brands to build the first category brains — and answer their hardest growth questions from real consumer voice. Yours could be one.