Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
XP
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: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
BTG Pactual
Competitor Displacement Rate
10.0%
Competitors are displacing XP in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Faces intense competition in the digital investment platform space, with rivals offering more advanced analytics and a wider selection of alternative investments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[investopedia.com][seekingalpha.com][bloomberg.com]⚠️ Identified Vulnerability:Platform features
Primary Threat Identified:BTG Pactual
Target Persona:Active Traders
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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