Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
BNP Paribas Personal Finance
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.
35.0%
+5.0% 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
Crédit Agricole
Competitor Displacement Rate
30.0%
Competitors are displacing BNP Paribas Personal Finance in 30.0% 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 innovating faster in digital lending solutions and offering more flexible repayment options for consumers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[les-dossiers.com][journaldunet.com]⚠️ Identified Vulnerability:Digital Lending
Primary Threat Identified:Crédit Agricole
Target Persona:Consumers seeking flexible and digital consumer credit.
🚨 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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