Run continuous brand and HCP research within one subscription
Hims, Ro, Figs, Hoka medical, OTC brands targeting clinicians and patients: verified clinician panel, AI-moderated voice and video interviews, HIPAA-compliant by default, BAA + Sunshine Act handling on every HCP engagement. Monthly subscription with 50 interviews included — always-on brand health and HCP audience research without sacrificing rigor.
Trusted by teams at
Healthcare CPG, DTC pharma, and OTC brand teams (Hims, Ro, Figs) face three constraints generic CPG research tools don't solve: HCP audience recruitment requires license + NPI verification generic panels can't honor; HCP work triggers BAA and Sunshine Act handling generic vendors can't sign; and SKU launch and creative cycles outrun legacy panel cadence. Carevoices delivers AI-moderated voice/video interviews with verified clinicians by specialty and workplace setting plus HCP audiences — recruited in 7-21 days, HIPAA Safe Harbor de-identified, BAA included, Sunshine Act-ready. Monthly subscription with 50 interviews replaces per-project work; fielding starts the week the brief is locked.
Why Generic CPG Research Doesn't Capture HCPs Accurately
Three structural constraints that generic consumer panels and clinician panel rentals don't solve.
Generic consumer panels lack license-verified clinicians
Self-identified 'nurse' or 'physician' on a generic consumer panel is structurally vulnerable to fraud and misrepresentation. PNAS 2025: AI bots evade legacy detection 99.8% of the time. For clinician-targeted CPG and HCP audience research, the verification gap leads to product strategy and creative decisions made on misrepresented respondents.
Any HCP work triggers BAA + Sunshine Act handling
DTC pharma brand health work, OTC claim testing with HCPs, and HCP audience research for healthcare CPG all trigger BAA execution and Sunshine Act / Open Payments-compatible data handling. Generic CPG research vendors typically don't sign BAAs at all, and clinician panel rentals require multi-year annual subscriptions before any compliance reuse compounds.
SKU launch and creative cycles outrun legacy panel cadence
Healthcare CPG product cycles run 6-12 weeks for new SKU launches, line extensions, and creative refreshes. DTC pharma creative iteration runs faster. Legacy clinician research at 8-12 week per-project turnaround misses iteration windows. Without same-week fielding, brand and creative teams ship without HCP signal.
Adherence research and package-claim testing have no native vendor stack
DTC pharma adherence drivers, OTC package-claim comprehension, and dosing-instruction usability sit between consumer UX panels (no clinical context) and pharma research vendors (no consumer cadence). Brands either commission custom mixed-methods work at 8-12 week timelines or ship adherence programs and package claims without patient or HCP signal — both paths leak SKU value at launch.
How Does Carevoices Compress Healthcare CPG Brand Research?
Healthcare CPG, DTC pharma, and OTC brand teams use Carevoices for AI-moderated voice and video interviews with verified clinicians by specialty and workplace setting plus HCP audiences, recruited in 7-21 days, delivered as HIPAA Safe Harbor de-identified transcripts under BAA with Sunshine Act-ready data handling. A monthly subscription with 50 interviews included replaces per-project vendor work — claim testing, brand health, HCP audience research, and concept testing all run within one engagement. Compliance is built into the platform, not bolted on.
How does Carevoices recruit HCPs by workplace setting (OR vs ICU vs ambulatory)?
Panelist intake captures workplace setting, specialty, and product or category exposure. NPI auto-validated against the public NPPES Registry; license cross-checked against state board databases. For specific recruitment (e.g., 50 OR nurses who currently wear a competitor scrub brand), we pre-screen against verified panel members and supplement via direct NPI outreach. Typical recruitment: 7-14 days for mainstream specialties + workplace settings.
What makes Carevoices' compliance posture defensible for HCP CPG work?
BAA on every healthcare engagement (template available before signature). PHI-safe transcript pipeline with no model training, no logging on customer data. HIPAA Safe Harbor de-identification applied to every transcript before delivery. Sunshine Act / Open Payments-ready data handling with NPI capture at intake — for unblinded engagements, we provide CMS-format export data for your sponsor's filing. Stimuli pre-approval workflow with versioning and audit trail for FDA-relevant content.
What's structurally different about Carevoices' delivery vs. clinician panel rentals?
AI-native delivery, a monthly subscription with 50 interviews included replacing bespoke per-project vendor work, compliance-as-architecture rather than retrofit, and always-on listening capability — without multi-year panel-access lock-in. Fielding starts the same week the brief is locked. We don't replace panel rentals — we provide AI moderation, compliance posture, and de-identified delivery as an integrated stack. The structural difference shapes engagement velocity, data integrity (0.4% verified AI-respondent leak rate vs. 18-31% on benchmarked legacy panels), and SKU launch + creative cycle iteration.
How For Healthcare CPG, DTC Pharma & OTC Brand Teams use
Carevoices
Compliance Built In
BAA on every healthcare engagement, template available pre-signature. HIPAA Safe Harbor de-identification by default. US data residency confirmed in writing. Sunshine Act / Open Payments-ready data handling with NPI capture at intake — CMS-format export for unblinded sponsor work. Stimuli pre-approval workflow with versioning and audit trail for FDA-relevant content.
Faster Insights
Fielding starts the same week the brief is locked. AI-moderated voice and video interviews with verified clinicians by specialty and workplace setting from a 10k+ healthcare panel. Recruitment takes 7-14 days for mainstream specialties + workplace settings; 14-28 days for rare combinations. Same-week fielding fits SKU launches and creative iteration cycles.
Always-On Listening
Monthly subscription with 50 interviews included means the next brand health wave fields the moment the prior study closes. Run claim testing, brand health tracking, HCP audience research, concept testing, and creative testing all within the same engagement — continuous brand health vs. point-in-time campaigns, no per-project procurement cycle between studies.
Adherence Research & Package-Claim Testing
Voice and video research with patients and prescribing HCPs on adherence drop-off triggers, OTC package-claim comprehension, and dosing-instruction usability. Verified panel by condition, regimen exposure, and workplace setting. Stimuli pre-approval workflow handles regulated package and labeling content; HIPAA Safe Harbor de-identification by default.
How Carevoices compares to common healthcare CPG research alternatives
| Dimension | Carevoices | M3 / Sermo panel rentals | Generic CPG research firms | Listen Labs / Outset / generic AI tools |
|---|---|---|---|---|
| Engagement model | Monthly subscription with 50 interviews included; same-week fielding; no multi-year lock-in | Multi-year annual panel-access subscription + per-survey fees | RFP-driven custom engagement, 30-90 day procurement | Custom RFP-driven engagement design |
| AI-moderated voice/video qualitative | Native — primary delivery mechanism | Survey + community methodology | Quant-led with qualitative bolt-on | Yes — but no healthcare compliance package |
| License + NPI verified HCP panel | Native — license + NPI verified at intake; workplace setting captured | Yes — physician panel breadth is core to the product | Self-identified or commissioned per RFP | Self-identified — no license verification or NPI cross-check |
| BAA + Sunshine Act handling for HCP work | Yes — template available pre-signature; CMS-format export for unblinded engagements | Yes — standard for HCP engagements | Sometimes — depends on vendor; not always pre-built | No published BAA; 60-120+ day legal retrofit |
| Iteration speed inside SKU launch + creative cycle | Multiple study types within one subscription cycle | Per-survey fees on every round | New RFP cycle per round | Custom-scoped per round; no compliance reuse |
How consumer healthcare brands use Carevoices
Brief us
You define the study question and audience. Our research agent translates the brief into a structured learning plan within 24 hours; recruitment feasibility confirmed before contract.
We recruit and moderate
AI-moderated voice or video interviews with verified clinicians. License + NPI verified at intake, behavioral fingerprinting across interviews, AI-on-AI fraud detection on every conversation.
We de-identify and deliver
Transcripts and recordings stripped of all 18 HIPAA Safe Harbor identifiers, then delivered to your team in standard formats your existing analysis stack already accepts.
You analyze
You analyze the de-identified data using your existing tools and team. We don't replace your analysis stack — we feed it the qualitative data your current vendors can't recruit for fast enough.
"We were CROs competing on speed alone, but patient research was the bottleneck — we would quote 8-week timelines while sponsors went to bigger firms in the US and Europe. Carevoices changed the math. We ran 1,203 patient interviews in 48 hours for one sponsor, with HIPAA-grade de-identified transcripts delivered straight into our analysis stack, and the AI moderator went deeper than our human moderators on the first round. Sponsors come to us specifically now because we can do depth research at scale — 34% recruitment uplift, 52% retention. We can now compete globally because of Carevoices."
Stephane Nyombaire, CEO, Nivella Health
The Carevoices Difference for Healthcare CPG Research
Generic AI research tools and consumer-grade CPG research platforms can be retrofit for healthcare CPG and DTC pharma engagements — but the retrofit shows. Carevoices is built around healthcare compliance and clinician verification from day one. Here's how the architecture compares.
Carevoices Healthcare-Vertical Architecture
- BAA on every healthcare engagement, template available pre-signature
- License + NPI verified clinician panel (NPPES Registry cross-check at intake)
- Workplace setting filters honored at recruitment (OR, ICU, NICU, Onc, ASC, ambulatory, private practice)
- HIPAA Safe Harbor de-identification built into delivery pipeline
- Sunshine Act / Open Payments-ready data handling — NPI capture + CMS-format export
- Stimuli pre-approval workflow with versioning and audit trail for FDA-relevant content
- 0.4% verified AI-respondent leak rate via 6-Layer Fraud Detection Stack
- PHI never trains a model — period
What Generic AI Research Tools Require
- BAA execution often unavailable or 60-120+ day legal retrofit
- Self-identified panel without license verification or NPI cross-check
- Workplace setting either unfiltered or self-reported without verification
- De-identification typically a post-fielding service charge or skipped entirely
- Sunshine Act handling not built; bolt-on per engagement
- No native stimuli pre-approval workflow for FDA-relevant content
- Legacy fraud detection that PNAS 2025 shows AI bots evade 99.8% of the time
- PHI in model training pipeline unless explicitly contracted otherwise
In progress: SOC 2 Type II audit (in evidence-collection phase). HITRUST CSF and ISO 27001 are 2026-2027 roadmap. Letter of audit attestation available on request to qualified prospects under NDA.
Run your next brand or HCP study the week the brief is locked
Walk through your current brand and HCP research backlog. See how the monthly subscription fits SKU launch and creative cycles. Get a sample compliant deliverable from a recent engagement.
Walkthrough of a sample compliant deliverable and how the monthly subscription fits your SKU launch and creative cycles
Sample HIPAA-grade de-identified transcript and analysis from a recent HCP audience or brand health engagement
BAA template, HIPAA Safe Harbor methodology, US data residency commitment, Sunshine Act handling
Most engagements clear healthcare CPG and DTC pharma procurement within 30 days.
Common questions
Go deeper on For Healthcare CPG, DTC Pharma & OTC Brand Teams
Pillar Guides
Deep-dive guides covering this topic from strategy to execution.
Compliance reference guides
Practical frameworks and platform-specific guides for teams ready to act.
Alternatives & Comparisons
Side-by-side comparisons with competing platforms and approaches.