Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
ICICI Home 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.
0.1%
+0.0% 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
HDFC Home Loan
Competitor Displacement Rate
0.2%
Competitors are displacing ICICI Home Finance 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: HDFC Home Loan ranks higher for 'home loan interest rates' and 'loan eligibility' due to better SERP feature integration and user reviews.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[hdfc.com][bajajfinserv.in][bankbazaar.com]⚠️ Identified Vulnerability:SERP Feature Integration
Primary Threat Identified:HDFC Home Loan
Target Persona:First-Time Homebuyers
🚨 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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