Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Boa Vista
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.
5.0%
-1.2% 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
Serasa Experian
Competitor Displacement Rate
15.0%
Competitors are displacing Boa Vista in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Boa Vista struggles to appear in top results for credit score checks, often displaced by competitors with more direct integrations and user reviews. Lacks strong presence on comparison sites.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[serasa.com.br][bcb.gov.br][consumidor.gov.br]⚠️ Identified Vulnerability:Brand Authority
Primary Threat Identified:Serasa Experian
Target Persona:Brazilian Consumers Seeking Credit
🚨 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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