Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Teavana
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.
3.0%
-4.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NegativeThe 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
Starbucks
Competitor Displacement Rate
25.0%
Competitors are displacing Teavana in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Teavana, despite its niche, is heavily overshadowed by Starbucks' ubiquitous presence and integrated coffee and tea offerings. Lack of distinct product innovation and strong competitor's brand loyalty limit its share.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[starbucks.com][davidstea.com]⚠️ Identified Vulnerability:Brand Integration
Primary Threat Identified:Starbucks
Target Persona:Premium Tea Drinkers
🚨 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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