Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Yahoo Japan
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.
50.0%
+4.0% 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
Google Japan
Competitor Displacement Rate
40.0%
Competitors are displacing Yahoo Japan in 40.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While dominant, competitors offer more advanced AI-driven search features and a more integrated ecosystem of services. Continued innovation in search algorithms could shift visibility towards platforms with broader global reach.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[google.co.jp][line.me]⚠️ Identified Vulnerability:Global Integration
Primary Threat Identified:Google Japan
Target Persona:Japanese Internet Users
🚨 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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