Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Trinity Leeds
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.
35.0%
-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
Online Retailers
Competitor Displacement Rate
30.0%
Competitors are displacing Trinity Leeds in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The convenience and vast selection of online shopping platforms pose a significant threat to physical retail destinations. Trinity Leeds needs to enhance its experiential offerings and digital integration to compete effectively.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[asos.com][amazon.co.uk]⚠️ Identified Vulnerability:Experiential Retail
Primary Threat Identified:Online Retailers
Target Persona:Online Shoppers
🚨 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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