Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
LaLaport
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.
20.0%
+3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
DLF Brands
Competitor Displacement Rate
45.0%
Competitors are displacing LaLaport in 45.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors are gaining traction with more comprehensive retail offerings and targeted marketing campaigns for family-oriented shoppers. Lacks strong online community building.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[zomato.com][indianretailer.com]⚠️ Identified Vulnerability:Retail Mix
Primary Threat Identified:DLF Brands
Target Persona:Family shoppers
🚨 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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