MedTech Website AI Readability in 2026: What a 188-Site Audit Can Tell You
An 188-domain audit tests crawler policies, page access and metadata, then turns bounded source panels into a practical MedTech website release checklist.
Expert insights on AI visibility, SEO strategy, and growth tactics for life sciences companies.
Focused articles on AI visibility, SEO, and sustainable growth for life sciences companies.
An 188-domain audit tests crawler policies, page access and metadata, then turns bounded source panels into a practical MedTech website release checklist.
We analyzed 40 capped AI recommendation panels, 1,689 citations, and 188 brand reports to show what an AI shortlist does—and does not—measure.
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We measured how often the 160 largest FDA-registered medtech brands get cited by ChatGPT and Google AI. The result is a winner-take-most gap — and a clear GEO playbook.
68% of procurement teams now use AI for vendor research. Learn how Generative Engine Optimization (GEO) determines which medical devices get recommended.