Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
BNP Paribas Real Estate
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.
0.1%
+0.0% 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
CBRE
Competitor Displacement Rate
0.2%
Competitors are displacing BNP Paribas Real Estate in 0.2% 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 offer more advanced market analytics tools and a broader range of property listings with detailed virtual tours and data.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[cbre.com][jll.com][knightfrank.com]⚠️ Identified Vulnerability:Market Analytics
Primary Threat Identified:CBRE
Target Persona:Commercial Property Investors
🚨 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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