Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Ito-Yokado
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: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
AEON
Competitor Displacement Rate
0.1%
Competitors are displacing Ito-Yokado 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: Ito-Yokado faces competition from larger, more integrated retailers with stronger online presences and loyalty programs. Its physical store focus may limit its reach in an increasingly digital retail landscape.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[aeon.com][7andi.com]⚠️ Identified Vulnerability:Online Presence
Primary Threat Identified:AEON
Target Persona:Budget-conscious families
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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