KOL intelligence for medical markets

Identify clinical experts, compare market influence, and connect publications, trials, patents, affiliations, and clinic signals in one workflow.

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Expert profile

KOL Analysis

Build a structured KOL profile from publications, citations, co-author networks, trial involvement, and topic relevance.

Country view

Market Analysis

Compare countries, specialties, clinics, institutions, patents, and emerging experts for commercial planning.

Operations

Exports & Review

Save dashboards, export HTML and Excel, review author identity matches, and keep analysis results reusable.

Benefits

Why is this tool helpful?

The KOL Web App turns fragmented scientific and clinical signals into practical market intelligence. Teams can identify high-fit experts, validate regional influence, and support outreach with transparent evidence.

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Audience

Who can benefit?

Medical-device teams, market analysts, product managers, clinical affairs, scientific relations, and research teams that need defensible expert and market views before engaging clinicians.

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Tech

Technologies behind the platform

The platform combines PubMed, Crossref, ClinicalTrials.gov, patent signals, institution matching, clinic context, topic classification, and network metrics into dashboards designed for repeated commercial use.

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Case

Sample case

A market team can start with a procedure area, identify relevant KOLs, compare their scientific and clinical footprint, and export a dashboard for internal review or territory planning.

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