Can Neural Networks Transform Healthcare Advertising?
15 May 2026

Can Neural Networks Transform Healthcare Advertising?

AdTechGod Pod

About
At Marketecture Live, Brad Fox, SVP, Health Media, dentsuX, joins Josh Walsh, Co-Founder & CEO, BranchLab, and Zach Rodgers, Founder, Sensical, to explore how AI and neural networks are reshaping healthcare advertising. From the rise of AI-driven patient behavior to the decline of traditional targeting methods, the conversation dives into privacy-safe audience strategies, evolving patient journeys, and what the future holds for pharma marketers in an AI-first world.



Takeaways


AI is rapidly changing how patients search for and consume health information

Healthcare advertising is shifting away from search, contextual, and retargeting

Neural networks enable privacy-safe prediction of patient populations

Audience targeting must be rebuilt using AI-driven models

Patient journeys are complex and require more nuanced segmentation

AI is making both patients and doctors more informed

True one-to-one personalization remains limited due to regulation

AI platforms may eventually monetize healthcare interactions




Chapters

00:00 Introduction to healthcare, AI, and advertising

00:18 Overview of the panel and discussion focus

01:04 AI as a primary tool for health information

01:53 Surge in AI-driven health queries and behavior shift

02:45 Changing role of search and health websites

03:40 Adoption of AI tools by physicians

04:31 Impact of AI on patient and doctor outcomes

06:33 Decline of traditional targeting and need for new strategies

07:40 Future of pharma ad spend in an AI-driven world

08:45 Neural networks and privacy-safe targeting explained

10:31 AI-driven audience targeting and patient lifecycle

12:28 Predictive modeling for healthcare populations

13:03 Importance of understanding patient journeys

15:57 Scaling AI audiences across media channels

17:11 Faster audience creation and activation

18:40 Personalization limits in healthcare marketing

20:12 Future of AI platforms and healthcare ads

22:01 Regulation and the future of pharma advertising
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