Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
7-Eleven
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%
-1.5% 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
Circle K
Competitor Displacement Rate
55.0%
Competitors are displacing 7-Eleven in 55.0% 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 more aggressively promoting convenience and immediate availability through localized deals and streamlined delivery options. Search engines may prioritize services emphasizing speed and localized offers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[circlek.com][speedway.com][gasbuddy.com]⚠️ Identified Vulnerability:Delivery Speed
Primary Threat Identified:Circle K
Target Persona:Convenience Store Shoppers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)