Know what physicians are asking, and who they’re listening to.
Continuous physician insight, AI accuracy monitoring and next-generation KOL intelligence for pharma, biotech and medical device medical affairs teams.
Book a 20-minute walkthroughThree things most medical teams can’t do today
Each one is designed to strengthen the processes your team already runs, on data that stays private to you.
Hear what physicians are asking, continuously
We monitor verified physician-only panels across professional and social platforms, organized around your own listening priorities, and deliver a weekly trended report that feeds your field intelligence process.
Instead of field notes synthesized on a lag and generic social listening: a living signal built around your strategic questions.
Find out what AI is telling physicians and patients
We test the major AI models against the questions people actually ask about your condition and therapy, and score every answer for accuracy, completeness and the sources cited.
Instead of no visibility at all: a measured baseline, and a plan to correct what’s wrong before it spreads.
Know who will lead your field in two years
Our network analytics identify the KOLs and digital opinion leaders shaping your therapy area today, and the rising experts who will be on the podium two years from now.
Instead of nomination lists and conference visibility: objective, defensible influence data, refreshed continuously.
Across the whole medical affairs function
The Suite supports the work your field medical, insights, communications and publications teams already do. Open any area to see how.
Field medical & KOL/DOL strategyIdentification, rising experts, MSL planning, IDNs
- KOL identification & tieringTRACEExperts ranked on objective influence and network data, not sales nominations or podium visibility.
- Rising-expert identificationTRACEFlags experts roughly two years before broad recognition, before competitors notice them.
- Tracking experts’ evolving interestsTRACEShows how each expert’s clinical topics shift, so engagement stays relevant to what they care about now.
- DOL identification & engagementTRACE · PULSEFinds the physicians who actually move online conversation, verified as physicians, not just whoever has the most followers.
- MSL territory & engagement planningTRACE · SIGNALNetwork maps help set who MSLs see and in what order, working alongside your CRM.
- Advisory board & faculty selectionTRACEBalanced boards and speaker rosters that reach networks the usual names don’t.
- IDN / health-system stakeholder mappingTRACEMaps the decision-makers and influential clinicians inside each target health system.
Continuous physician insightListening, field insight, trending questions, recurring reports
- Always-on physician listeningPULSEVerified physician-only panels across platforms, organized around your own listening priorities.
- Field insight integrationSIGNAL · PULSEWeekly trended signal that feeds your existing field intelligence process rather than replacing it.
- Trending question detectionPULSESurfaces what physicians are asking weeks before it reaches MSLs or Medical Information.
- Recurring HCP intelligence reportsPULSE · SPARKWeekly or fortnightly briefings by therapy area, comparable from one cycle to the next.
Scientific accuracy in generative AIHow ChatGPT, Gemini and others describe your science
- Prompt library from real questionsPULSETests built from what patients and physicians actually ask, not assumptions.
- LLM accuracy auditsECHOMajor AI models scored for accuracy, completeness and the sources they cite.
- Correction & content planECHO · SPARKA framework for improving how, and how accurately, your brand appears in AI answers.
Congress & scientific conference intelligenceBefore, during and after the meeting
- Pre-congress planningTRACE · PULSEIdentifies the topics, sessions and experts likely to drive conversation.
- In-congress narrative & sentimentPULSEA real-time view of competitive narrative, data reception and HCP sentiment while it can still shape conversations on site.
- Physician voice mappingTRACEShows which physicians drove the conversation and how physicians and companies influenced each other.
- Standardized post-congress synthesisPULSE · SPARKThe same framework at every event, so results are comparable, and delivered in days rather than weeks.
Medical insight & evidence planningUnmet needs, journeys, evidence and outcomes
- Unmet-need identificationSIGNALA continuous signal on unmet needs instead of an annual research wave.
- Patient & HCP journey mappingSIGNALA living map of exposure, engagement, sentiment and behavior that surfaces decision moments.
- Integrated evidence plan inputSIGNALShows which evidence gaps matter most to physicians and patients; your planners make the calls.
- HEOR / outcomes stakeholder insightTRACE · SIGNALMaps outcomes and value decision-makers and what they are discussing.
Medical communications & contentScientific narrative, education, decks, MLR-ready drafts
- Scientific platform & narrativeSPARKFirst drafts of the scientific story from your own strategy, research and advisory inputs.
- Disease education contentSPARKFaster drafts informed by what physicians are actually asking.
- Decks, briefs & source packsSPARKAI autonomy matched to each deliverable, with every claim cited.
- MLR-ready draftingSPARKBuilt as an input to medical/legal review, not a way around it, for cleaner first submissions.
Medical information & publicationsAnticipating inquiries, informing the pub plan
- Early warning on trending questionsPULSEListening data surfaces questions before they reach the MI inbox, so responses are ready.
- Standard response draftingSPARKFirst drafts of standard responses from approved sources; MI keeps full review.
- Publication gap analysisPULSEShows where physician conversation is running ahead of the published evidence.
- Post-publication discussion & citation trackingPULSE · ECHOTracks how your publications are discussed by physicians and cited by AI models.
Patient advocacy & medical educationAdvocacy landscape, educational needs
- Advocacy organization mappingTRACEA complete map of advocacy groups, their leaders and their networks.
- Educational needs assessmentPULSE · SIGNALPhysician conversation reveals the knowledge gaps that education programs could address.
What medical affairs teams have found
From field notes to continuous signal
For a global pharmaceutical company, we built verified physician panels across three platforms, benchmarked twelve months of history before launch, and now deliver a weekly trended report into their field intelligence system.
What AI was telling patients and physicians
For a respiratory brand, we tested four major AI models. Some described an approved therapy as still investigational, and fewer than 40% of answers included quantitative efficacy data.
Who drove the science at a major congress
At a major European cardiology congress, we analyzed 4,145 posts and mapped 529 physician authors to show which scientific themes drove the conversation, and who drove them.
Built on more than a decade of physician analytics
HealthQuant introduced the first physician online analytics platform at Mayo Clinic in 2012. Since then we’ve helped pharma, biotech, medical device and health system teams understand who shapes clinical opinion and how to reach them.
In partnership with Ringer Sciences
HealthQuant delivers its Life Sciences Intelligence Suites for medical affairs, marketing and communications in partnership with Ringer Sciences. HealthQuant leads strategy, life-sciences expertise and client service; Ringer Sciences builds and runs the underlying AI and data platforms.
See it in your therapy area
In 20 minutes, we’ll show you what the Suite would look like for your products, your experts and your 2027 medical plan.
Book a walkthrough