Explore how pharma teams can approach KOL mapping, identification, segmentation, AI-powered intelligence, and engagement measurement.

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#KOLEngagement #KOLMapping #Pharma #MedicalAffairs #ApothiumAI

AI-powered KOL Mapping Software is helping Medical Affairs teams discover healthcare experts, analyze scientific networks, and support smarter KOL engagement.

Explore how KOL intelligence is evolving across pharma & biotech.

Read more: nouw.com/marketintell...

#KOLMapping #MedicalAffairs #Pharma

How do pharma companies identify influential healthcare experts in an increasingly complex scientific landscape?

Read the full blog:
www.sperresearch.com/Blogs/scient...

#ScientificNetworkAnalytics #HealthcareAI #MedicalAffairs #KOLDiscovery #Pharma #LifeSciences #AIinHealthcare #KOLMapping

KOL mapping: technology or traditional research?

MSLs share practical perspectives on KOL mapping software, accuracy, cost, and real-world usefulness.

Read the discussion:
www.reddit.com/r/MedicalSci...

#KOLMapping #MedicalAffairs #MSL #Pharma

AI KOL mapping is changing how medical affairs teams discover healthcare experts and track scientific influence.

See how AI compares with traditional KOL mapping methods.

www.sperresearch.com/Blogs/ai-vs-...

#AIKOLMapping #MedicalAffairs #KOLMapping #HealthcareAI #PharmaTechnology #KOLAtlas

Our US vs EU study reveals a clear gap between strategy and execution—despite high importance, many teams struggle with data quality and integration.

Read the full case study:
www.sperresearch.com/Case-Studies...

#Pharma #MedTech #HealthcareStrategy #KOLMapping #SPERMarketResearch

Learn how AI-powered KOL Intelligence, KOL mapping software, and AI KOL mapping platforms enable pharmaceutical companies to discover emerging healthcare experts, strengthen scientific engagement,

Read:
medium.com/@seosperreac...

#AI #MedicalAffairs #KOLMapping #HealthcareAI

AI-powered KOL Mapping Software enables pharmaceutical organizations to identify influential healthcare experts, visualize scientific networks, and strengthen evidence-based engagement strategies.

Read more:
industrycompetitiveanalysis.blogspot.com/2026/07/what...

#MedicalAffairs #KOLMapping

Medical affairs teams need more than static databases. KOL Atlas combines pharma expert identification software, scientific influence tracking, and network analytics to support smarter engagement strategies.
Explore KOL Atlas: www.sperresearch.com/KOL-Atlas

#MedicalAffairs #KOLMapping #LifeSciences