KOL Identification That Starts with Your Strategy , not a Generic List.
Identify the experts who matter for your specific product, mechanism, and strategy, not just those most visible at a global level.
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The challenge
The problem with most KOL lists.
Most identification draws on similar data and applies similar scoring logic, regardless of the provider. Because these identification systems must operate across thousands of disease areas and clients, they rely on markers of influence that can be captured and applied consistently at scale, overall publication volume, citation counts, and senior roles in major medical specialty societies.
For these systems, prominence within a specialty is the starting point. Their data and scoring models are designed to generalise, not answer your question.
Whether the list came from a global platform or a specialist provider, if it started with who is prominent and narrowed down, the same names get missed. Not because they do not exist but because the methodology was not built to find them.
What this means in practice
You probably already know most of the names on them.
Your team needs to know which experts understand your mechanism, are engaged in the evidence you are building on, and can influence the clinical communities that matter to your launch.
Where that matters most
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Disease-level expertise, not specialty-level prominence
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Experts beyond the obvious top tier: regional leaders, emerging voices, specialists not yet visible in standard datasets
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Niche or evolving areas where the literature is sparse
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Shortlists anchored to your product strategy, not a generic definition of influence
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A clear rationale for every name on the list, and every name that should be on it
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in practice
What makes this different in practice.
Specialty prominence doesn’t mean expertise in a disease or mechanism.
A leading specialist is not always the right expert for your product.
In complex conditions, broad clinical standing can mask gaps in specific disease knowledge or patient experience. We deliberately separate these two things, and this critical distinction routinely changes who ends up on the shortlist.
The value is rarely in the names you already know
The senior authors and guideline contributors in your area are not a mystery.
Your competitors know them too and are already trying to engage them. Most providers are good at surfacing that top tier. Below it is where the real value sits, and where most identification falls short.
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how we help
KOL identification designed for you.
Everything is then designed to provide you with the KOL map you need to plan and execute successful KOL engagement.
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List of KOLs most suited to your product and strategic goals
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Detailed information on each KOL to help you decide who to work with and when
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Deep understanding of how the KOLs see the disease-area and interact with each other
Clients find this bespoke approach particularly useful when they have specific KOL engagement goals, or the KOL landscape the are working in is unique.
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The mechanism is new, or the field is still forming.
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Clinical decision making varies by country or setting.
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Engagement with guideline authors is restricted.
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Capabilities
Our capabilities worth knowing about.
Expert interviews as primary research
Global reach and understanding
Our work combines in-language research, local knowledge, and manual validation to reflect where influence actually sits.
For example, global platforms underrepresent expertise in Japan and China due to language barriers, local publication channels, regional congresses absence from international databases, and transliteration inconsistencies that make automated identification unreliable.
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case study
What clients find when they compare approaches.
Teams who have worked with large-scale platforms describe the same differences: shortlists composed differently, with regional leaders and emerging experts alongside globally visible figures, a clear rationale for each inclusion, and guidelines or working groups they were not previously aware of.
What clients find when they compare approaches.
Teams who have worked with large-scale platforms describe the same differences: shortlists composed differently, with regional leaders and emerging experts alongside globally visible figures, a clear rationale for each inclusion, and guidelines or working groups they were not previously aware of.
The challange
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standard approach
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what changed
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The outcome
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Tell us about your expert landscape
If your current KOL list does not reflect your scientific and strategic reality, or you are heading into an area where standard identification is likely to fall short, we want to understand the challenge.