Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Chubb Life
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.
22.0%
+1.2% 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
Manulife
Competitor Displacement Rate
18.0%
Competitors are displacing Chubb Life in 18.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Chubb Life faces competition from providers offering more comprehensive critical illness coverage and robust online tools for policy management. Improving its digital interface and expanding policy customization is key.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[manulife.com][aia.com]⚠️ Identified Vulnerability:Coverage Options
Primary Threat Identified:Manulife
Target Persona:Health-Conscious Individuals
🚨 Threat Velocity:4/10An 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)