Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
ResMed
Programmatic AI Search & Model Visibility Audit
Share of Model (SOM)The percentage of time frontier AI models (ChatGPT, Claude, Gemini) recommend this brand for high-intent category queries.
0.3%
+0.1% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe contextual sentiment of the AI's recommendation. 'Dominant' implies strong conviction, while 'Vulnerable' implies the model heavily conditions its recommendation.
Algorithmic Threat Detection
Primary Competitor Threat
Philips
Competitor Displacement Rate
0.1%
Competitors are displacing ResMed in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: ResMed leads in sleep apnea devices and digital health, but Philips' broad healthcare solutions and recent product recalls present an opportunity for market share gains.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[sleepfoundation.org][aasm.org]⚠️ Identified Vulnerability:Market Leadership
Primary Threat Identified:Philips
Target Persona:Sleep Disorder Clinicians
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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