Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Kindred at Home
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.
30.0%
-0.5% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
Amedisys
Competitor Displacement Rate
12.0%
Competitors are displacing Kindred at Home in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Kindred at Home, a major player in home healthcare, is likely challenged by other large providers and potentially by hospital systems expanding their post-acute care services. Aggressive marketing and wider service networks from competitors pose a threat.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[amedisys.com][encompasshealth.com]⚠️ Identified Vulnerability:Network Reach
Primary Threat Identified:Amedisys
Target Persona:Patients Needing Post-Acute Home Healthcare
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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