Trusted by leaders in Healthcare, Life Sciences & Private Equity
The expert-led, AI-nativeprimary market research firm.
Senior researchers armed with AI agents execute full mixed-method (quant + qual) studies. Insights delivered within two weeks.
Prepared for · Commercial team
Global Pharma Brand Identity Evaluation
N=1,511Physicians + patients, four markets
93,000+Respondent messages captured
“I can see that they take a professional approach while standing by their patients and showing determination to create change for the future.”Patient · Japan
0+Engagements delivered
0+Clients
~0xFaster than traditional timelines
The Research Tradeoff Ends Here
Depth and scale.
For every study.
Surveys give you numbers without meaning. Expert calls give you meaning without scale. UserCue runs both in one session and presents the findings within two weeks of design finalization.
Thanks for joining our study.
Structured questions and an AI-moderated interview.
Start
Every survey methodology, native
Skip logic, branching, piping, and live quotas built into every instrument.
Allocate 100 points across the factors driving your 2L therapy choice.
Efficacy / durability0
Safety profile0
Route of administration0
Payer coverage0
Auto-sum100 / 100 ✓
1Peer-reviewed publications
2Clinical guidelines
3Major conference data
4Peer experience
AI-moderated interviews
Vague or surprising answers get the follow-up a human would ask, in the moment.
How do you currently group these patients by risk?
BRAF-mutated vs wild-type first, then high-risk vs lower-risk within each. High-risk leans combination IO; lower-risk, monotherapy.
UserCue Moderator · Follow-upWhat's driving combination IO for the high-risk BRAF-mutated subgroup?
Durability. Sustained response past 12 months without serious immune events changes the whole algorithm.
Start Recording
Respondent speaking · one-way voice-to-text
AI QC, validated by researchers
Every interview scored in real time. A researcher rules on every flag.
LIVE QC · FIELD DAY 448 OF 70 COMPLETE
Physician · Med Onc91%0 issues34 min✓ Approved
Payer · National plan77%2 issues28 min✓ Approved
Physician · Academic84%1 issue41 min✓ Approved
Executive · Diagnostics34%6 issues9 min✕ Removed
Scientist · Translational88%1 issue37 min✓ Approved
Every interview human-reviewed · 100% pass layered review
Your insights, presented live
Delivered inside two weeks of design finalization.
Chris L.The package you keep
- Final report (PDF)
- Crosstab workbook (XLSX)
- Verbatim library
Delivered inside two weeks of design finalization.
What We Do
Every methodology, every vertical.
From pre-LOI diligence to KOL mapping to claims testing: if you’ve paid a consulting firm to do it, we deliver it.
Private Equity
Market landscape & TAM validationAdjacent market opportunityCompetitor cost structure modelingUnmet need quantificationBuyer persona developmentIndustry growth forecastingRapid customer & prospect VOCCompetitive positioning mappingExpert network sentimentEmerging competitor threatsSupplier power & concentrationRegulatory & compliance landscapeMarket landscape & TAM validationAdjacent market opportunityCompetitor cost structure modelingUnmet need quantificationBuyer persona developmentIndustry growth forecastingRapid customer & prospect VOCCompetitive positioning mappingExpert network sentimentEmerging competitor threatsSupplier power & concentrationRegulatory & compliance landscape
Deep VOC & churn-risk analysisPricing power & WTP studiesCost & margin benchmarkingNeeds-based segmentationSwitching cost assessmentIntegration feasibilityOngoing customer VOC trackersCompetitor & market monitorsMessage testing for new offeringsBrand equity progressionNPS driver analysisCreative concept testingDeep VOC & churn-risk analysisPricing power & WTP studiesCost & margin benchmarkingNeeds-based segmentationSwitching cost assessmentIntegration feasibilityOngoing customer VOC trackersCompetitor & market monitorsMessage testing for new offeringsBrand equity progressionNPS driver analysisCreative concept testing
Healthcare & Life Sciences
Market landscape, sizing & forecastPatient flow & line of therapySegmentation & personasKOL mapping & influencer networksCompetitive landscapeUptake & scenario modelingConcept screening & message testingTPP optimization & trade-offsClaims & creative testingUsability & workflow fitPrototype & UX testingContent comprehensionMarket landscape, sizing & forecastPatient flow & line of therapySegmentation & personasKOL mapping & influencer networksCompetitive landscapeUptake & scenario modelingConcept screening & message testingTPP optimization & trade-offsClaims & creative testingUsability & workflow fitPrototype & UX testingContent comprehension
Pricing: Van Westendorp & elasticityPayer access & formularyJourney mapping: patient, HCP, payerReferral & access pathwaysChoice drivers & win–lossKey-driver modelingVoice of customer & satisfactionNPS driver analysisTrackers, pulse checks & panelsAdvisory boardsLongitudinal diaries & communitiesQuick-turn ad hoc studiesPricing: Van Westendorp & elasticityPayer access & formularyJourney mapping: patient, HCP, payerReferral & access pathwaysChoice drivers & win–lossKey-driver modelingVoice of customer & satisfactionNPS driver analysisTrackers, pulse checks & panelsAdvisory boardsLongitudinal diaries & communitiesQuick-turn ad hoc studies
PharmaBiotechMedTechDiagnosticsDigital healthHealth ITPayersCROs & CDMOsLife-science toolsPublic health / HTAPharmaBiotechMedTechDiagnosticsDigital healthHealth ITPayersCROs & CDMOsLife-science toolsPublic health / HTA
Inside a UserCue Engagement
Researchers steer. Agents execute.
Here is every day of it.
Fourteen days from final study design to readout. The agents run the machine; your researcher makes every judgment call. Select a stage to see how the days are spent.
01KickoffScoping session
02Study design & programmingDays 1–3
03Fielding & QCDays 4–9
04Analysis & reportingDays 10–12
05ReadoutDays 13–14
Your researcherEvery day of the study
Your researcher is on the study every day. A second senior researcher reviews the work at Design Finalization on day 3, the Quality gate on day 9, and Report Finalization on day 14.
02 · Study design & programmingDays 1–3
Designed by us. Approved by you.
Discussion guide · draft 3+ Agent 01
+ Agent 01Discussion GuideScreener + 4 sections · N = 150 target
Screener6 criteria, practicing HCPs
Sections 1–2Workflow, attribute priorities
Section 3 · Willingness to pay
Q14. Walk me through the last time you switched therapies. What triggered it?
Agent 01 · Suggested follow-up
Q15. If the price rose 10%, what would you do first?
Accepted by your researcherQ16. And what would win you back?
DESIGN FINALIZEDApproved by you · Day 3
Your researcherDesigns the study for your approval
Chris L.
Senior Researcher · your study lead
Guide, screener, sample. You stamp DESIGN FINALIZED.
Design Finalization gate · Day 3
Maddie-Kate C.
Senior Researcher · gate review
A second senior researcher reviews the work before it moves.
Agent 01 · Study Designer
- AIFull instrument drafted from precedent
- AIFollow-up Q15 suggested
- Accepts the follow-up
- AIGuide, screener and sample programmed
- Finalizes the design on your sign-off
5 stages. Use the left and right arrow keys to move between them.
Selected research
Full Research Studies, Not Just Data.
Recent engagements across Private Equity and Healthcare & Life Sciences.
Vertical SaaS
Private EquityN=100
K-12 School Safety Technology
Mandates pull demand forward, multi-module suites win the consolidation.
Diagnostics
DiagnosticsN=240
Patient Diagnostic Journey Mapping
Where does the diagnostic journey lose time, which patients lose it, and what do they wish had been explained?
Life Science Tools
Life Science ToolsN=140
AI Demand Durability Across Life Science R&D
As customers adopt AI across research and development workflows, does demand for physical consumables and analytical instruments grow, hold, or quietly erode?
In Their Words
What leaders are saying.
“I'm from a management consulting background and I fear for new strategy management consultants after our experience with UserCue.”
Partner
Venture Capital, $2B+ AUM
“Speed was amazing! They told us over and over again how thrilled they were with what we gave them. The ability to get it fielded in time was really impressive.”
Director
Global Market Research Firm
“That was the fastest study I've ever done.”
Engagement Lead
Global Management Consultancy
“It was quite impressive how quickly you recruited and managed to get to 200+ interviews. It took me a couple of redbulls to read it all.”
Managing Director
Healthcare Private Equity
“You have done what you said you would: combined access, tech and consultant experience to deliver a lot of well-organised material.”
CEO
Life Sciences Company
“This report may be my favorite document of the year.”
Research Director
Healthcare Services Company
“I'm from a management consulting background and I fear for new strategy management consultants after our experience with UserCue.”
Partner
Venture Capital, $2B+ AUM
“Speed was amazing! They told us over and over again how thrilled they were with what we gave them. The ability to get it fielded in time was really impressive.”
Director
Global Market Research Firm
“That was the fastest study I've ever done.”
Engagement Lead
Global Management Consultancy
“It was quite impressive how quickly you recruited and managed to get to 200+ interviews. It took me a couple of redbulls to read it all.”
Managing Director
Healthcare Private Equity
“You have done what you said you would: combined access, tech and consultant experience to deliver a lot of well-organised material.”
CEO
Life Sciences Company
“This report may be my favorite document of the year.”
Research Director
Healthcare Services Company
“UserCue makes these projects so straightforward that it's almost hard to remember the old days when projects would take three months or more. Almost.”
Client Lead
Life Sciences Reagents Company
“The competition is nowhere close to where you're at right now.”
Managing Director
PE Fund
“You guys are now the most wanted tool for the whole company. I'm trying to hop in the queue before somebody jumps in front of me.”
VP, Operations
Healthcare Technology Company
“I was impressed most by the speed. With the depth of the report, I would have expected it to take another month.”
Stakeholder
Life Sciences Reagents Company
“Love the product you have built. Hopefully this will give us an edge in our work.”
Partner
Tech & Software Private Equity
“We are extremely impressed with the quality you pulled together in such a condensed timeframe. Look forward to running it back.”
Client Team
Healthcare Private Equity
“I'm definitely concerned that this may make consulting obsolete in many cases... Wait weeks for a report, or get the same depth of insight in days... let me think!!”
CEO
Life Sciences Strategy Consultancy
“UserCue makes these projects so straightforward that it's almost hard to remember the old days when projects would take three months or more. Almost.”
Client Lead
Life Sciences Reagents Company
“The competition is nowhere close to where you're at right now.”
Managing Director
PE Fund
“You guys are now the most wanted tool for the whole company. I'm trying to hop in the queue before somebody jumps in front of me.”
VP, Operations
Healthcare Technology Company
“I was impressed most by the speed. With the depth of the report, I would have expected it to take another month.”
Stakeholder
Life Sciences Reagents Company
“Love the product you have built. Hopefully this will give us an edge in our work.”
Partner
Tech & Software Private Equity
“We are extremely impressed with the quality you pulled together in such a condensed timeframe. Look forward to running it back.”
Client Team
Healthcare Private Equity
“I'm definitely concerned that this may make consulting obsolete in many cases... Wait weeks for a report, or get the same depth of insight in days... let me think!!”
CEO
Life Sciences Strategy Consultancy
Client Testimonial
Same oncology research objectives. Traditional consulting: 14 weeks, 70 respondents. UserCue: 10 days, 110 respondents across 4 countries.
Global Insights Team, Top-20 Pharma
Shared publicly at an industry research summit, 2026
Ready to Start?
See it for yourself.
30 minutes. Bring your research question and we’ll show you what we’d do with it.
No commitment required.