DxCheck Lens synthesizes what patients, caregivers, and HCPs are actually saying and what the clinical evidence actually shows - across patient communities, peer-reviewed literature, authoritative clinical sources, and our own first-party data - surfacing the sentiment, language, and trends your team needs to build campaigns that resonate, position brands more sharply, and align medical strategy with real-world experience.
Lens Analysis ingests real-world patient communities, 474M+ peer-reviewed scholarly works, high-quality institutional sources, and DxCheck's own first-party behavioral data. It synthesizes that corpus through 16 distinct analysis lenses, each calibrated to a specific commercial need.
A multi-source intelligence engine that ingests real-world patient voice, peer-reviewed clinical literature, authoritative web sources, and DxCheck's own first-party data - then synthesizes it into structured intelligence your team can act on.
Clinically credible. MLR-defensible.
Draws on 474M+ peer-reviewed scholarly works via OpenAlex - the same primary literature that informs medical guidelines, regulatory submissions, and HCP prescribing decisions. HCP insights are traceable to named publications and built to survive medical-legal review.
Real-time regulatory and clinical context.
High-quality clinical and institutional sources - CDC, ClinicalTrials.gov, PubMed, FDA, NICE, and patient advocacy organizations - screened for authority and relevance. Captures real-time regulatory and clinical context that peer-reviewed literature may not yet reflect.
Organic. Unscripted. Predictive.
Aggregates millions of candid, unprompted patient experiences from condition-specific communities - capturing what patients say at the moments when no one is asking. AI screening isolates condition-meaningful signal from noise, surfacing insights that are organic, unscripted, and predictive.
Bridging intelligence to activation.
Behavioral signals from DxCheck's own condition-matched patient audience - symptom patterns, content engagement, and health-seeking behavior drawn from zero-party and first-party data. The layer that connects market intelligence directly to audience activation.
Each lens is calibrated to a specific commercial need - from brand strategy and launch readiness to competitive intelligence and KOL identification. Pick a condition, pick a lens, get the analysis.
Shape positioning with grounded market intelligence.
Intelligence for the most critical commercial window.
Brief faster. Plan smarter. Identify the right voices.
Map the landscape. Track the science. Own the position.
Request a Lens walkthrough and see how real patient, caregiver, and HCP voices can sharpen your next campaign, brand strategy, or medical engagement - in your therapeutic area, on your timeline.
