Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Ralphs
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.
0.0%
-0.0% 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
Kroger
Competitor Displacement Rate
0.1%
Competitors are displacing Ralphs 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: Ralphs, as part of Kroger, faces intense competition within its own brand portfolio and from external competitors offering superior digital integration and personalized offers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kroger.com][vons.com][shipt.com]⚠️ Identified Vulnerability:Digital Integration
Primary Threat Identified:Kroger
Target Persona:Loyalty program members
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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