Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Fastrack
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.
8.0%
-1.0% 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
Titan Eyeplus
Competitor Displacement Rate
20.0%
Competitors are displacing Fastrack in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Fastrack competes in a crowded market, with Titan Eyeplus offering a broader range of eyewear and a stronger association with quality. Limited premium product offerings and brand perception lag behind.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[titaneyeplus.com][lenskart.com]⚠️ Identified Vulnerability:Brand Prestige
Primary Threat Identified:Titan Eyeplus
Target Persona:Young Fashion-Conscious Consumers
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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