Rx Behavioral Layer
Prescription Activity
De-identified prescription fill data — drug, dosage, refill cadence, and therapy class — aggregated from pharmacy networks and PBM partners. Stratified by patient journey stage: naive, switch, augmentation, churn.
HCP Activity Layer
Prescribing Patterns
Aggregated HCP prescribing volume and specialty distribution by brand and therapeutic area. Cross-referenced with patient Rx data to identify high-intent prescribing clusters within target patient populations.
Journey Stage Layer
Patient Progression
Disease-state progression models built from longitudinal Rx data. Identifies patients by therapy stage — diagnosis → first fill → persistence → switch — enabling stage-appropriate message sequencing.
Channel Exposure
Cross-Channel Attribution
Matched impression logs from programmatic, social, search, and CTV channels — linked to consented patient cohort via encrypted ID graph. Allows channel-by-channel attribution within the same patient journey.
Consent Signal Layer
Squyr Consent Records
Patient consent status, scope, and duration tracked per individual via the Squyr protocol. Consent is refreshed at each pharmacy touchpoint. Brands only target patients with active, relevant consent status.
Commercial Coverage
Insurance Stratification
Commercial payer coverage distribution across target patient cohort — including Medicare Part D, commercial PMPM, and cash-pay segments. Enables audience stratification by payer economics and formulary status.