Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Lee Kum Kee
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.
18.0%
+4.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Kikkoman
Competitor Displacement Rate
28.0%
Competitors are displacing Lee Kum Kee in 28.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Kikkoman is the leading brand for soy sauce globally, with extensive distribution and strong consumer trust. Lee Kum Kee faces significant competition in terms of search visibility and market share.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kikkomanusa.com][seriouseats.com]⚠️ Identified Vulnerability:Brand Leadership
Primary Threat Identified:Kikkoman
Target Persona:Home Cooks
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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