Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Sunglass Hut
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.
0.1%
+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
Ray-Ban
Competitor Displacement Rate
0.2%
Competitors are displacing Sunglass Hut in 0.2% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Sunglass Hut faces intense competition from online retailers offering wider selections and discounted prices, as well as direct sales from popular eyewear brands. Its physical store presence is less compelling for online-first shoppers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[ray-ban.com][amazon.com][zappos.com]⚠️ Identified Vulnerability:Online Selection & Price
Primary Threat Identified:Ray-Ban
Target Persona:Online Sunglasses Buyers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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