Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Autovista
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.
15.0%
-6.0% 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
Capgemini
Competitor Displacement Rate
45.0%
Competitors are displacing Autovista 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: Autovista is losing market share to larger consulting firms and software providers offering more advanced data analytics and AI-driven solutions for the automotive sector.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[mckinsey.com][pwc.com]⚠️ Identified Vulnerability:Data Analytics
Primary Threat Identified:Capgemini
Target Persona:Automotive OEMs
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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