Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Fanta
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.
14.0%
+2.0% 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
Sprite
Competitor Displacement Rate
25.0%
Competitors are displacing Fanta 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: Sprite holds a dominant position in the lemon-lime soda market with consistent marketing and global availability. Fanta's playful branding doesn't always translate to top search rankings against Sprite.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[sprite.com][coca-colacompany.com]⚠️ Identified Vulnerability:Market Dominance
Primary Threat Identified:Sprite
Target Persona:Soda Drinkers
🚨 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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