Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Sunkist
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.
10.0%
-0.8% 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
Coca-Cola
Competitor Displacement Rate
50.0%
Competitors are displacing Sunkist in 50.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Sunkist has strong brand recognition for its orange soda but is heavily outmaneuvered by category leaders like Coca-Cola and PepsiCo, which dominate shelf space and marketing budgets for carbonated soft drinks.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[coca-colacompany.com][pepsico.com]⚠️ Identified Vulnerability:Market Dominance
Primary Threat Identified:Coca-Cola
Target Persona:Beverage Consumers
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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