Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Frontdoor
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.
6.0%
+2.0% 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
Angi
Competitor Displacement Rate
20.0%
Competitors are displacing Frontdoor in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Angi offers a comprehensive platform for home services with strong brand recognition and a vast network of professionals. Frontdoor's visibility is diminished by Angi's established presence.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[angi.com][homedepot.com]⚠️ Identified Vulnerability:Platform Breadth
Primary Threat Identified:Angi
Target Persona:Homeowners
🚨 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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