AI market research · healthcare · US HCPs & patients

More research.
Same rigor.

Ask a business question in plain language. Rifftest designs a rigorous survey, pressure-tests the wording, runs a free synthetic pretest in minutes, and fields it to verified physicians and patients — every number computed, benchmarked, and receipt-backed. And when the data can’t separate your options, it says so: “Statistical tie — don’t decide yet.”

From UniteRare LLC, the team behind Riffcheck — a governed research engine backed by a 20-application patent portfolio. Physician respondents NPI/license-verified.
Real HCP & patient fielding opens this September
Receipt-backed numbersVerified respondentsBias-guarded questionnairese-Signature approvalsAE detection → PV routingYour PowerPoint template
How it works

From question to defensible answer

Ask in plain languageType it or say it: "Which of our three efficacy messages will persuade US neurologists?"
AI designs the studyThe right method, validated question templates, a bias guard that flags — never silently rewrites.
Free synthetic pretestA directional read in minutes, watermarked and honest — including "statistical tie: don't decide yet."
Field with real peopleVerified US HCPs & patients, live quality control, graceful re-screening, honoraria at documented cost. Opens September.
Decision-ready reportConfidence ranges, category benchmarks, receipts on every figure — on your PowerPoint template, with an AI presentation your team can interrogate.
"Statistical tie — don't decide yet."

The AI research tool that refuses to overclaim. When the data can't separate two options, Rifftest says so — and tells you exactly what it would take to find out. That honesty is the product: every number traces to a computed result, every synthetic read is watermarked, and anything unverifiable is withheld rather than guessed.

The study menu

One decision or a full strategy question

Free synthetic pretests, one-week Pulse decisions, full Standard studies, forecast-grade choice modeling, and trackers — with plain-English names, so you don't need a research translator. Designed, pretested, and fielded under one governed engine — quotes through your consultant.

In the preview

Design & synthetic pretest

The full study designer, watermarked synthetic results with verdicts and confidence ranges, norms benchmarking, reports, approvals, and the team workspace — try it behind the sign-in today.

September

Real respondents

Verified US physicians (M3/Sermo-grade verification) and advocacy-vetted patients, with live fielding QC, adaptive length, and pause/resume. Join the waitlist to field first.

Phase II

Qualitative & payer

KOL and expert interviews, fast qual, payer/market-access modules, caregiver research — stated honestly as roadmap, not silently absent.

Built for healthcare

Compliance is the feature, not the fine print

Adverse-event handling

Real-time AE detection in open-ends with a human-gated pharmacovigilance console and a 24-hour clock — the reason small teams who skipped patient research can finally run it.

Signature-grade approvals

Questionnaire → pretest → sample → fielding, each gate e-signed and bound to a frozen version. Change anything upstream and downstream approvals void automatically.

Honoraria, documented

Fair-market-value documentation suitable for Sunshine reporting, passed through at vendor cost — the number on the quote is the number on the invoice.