Public Sector & Education
🟢 SERP-Grounded (Light Telemetry)
Victoria Park
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.
25.0%
+8.5% 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
TAG Immobilien
Competitor Displacement Rate
40.0%
Competitors are displacing Victoria Park in 40.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Victoria Park appears in comparisons with real estate investment trusts and local government entities. A clearer focus on its unique value proposition is necessary to stand out.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[compworth.com][craft.co][growjo.com]⚠️ Identified Vulnerability:Brand Clarity
Primary Threat Identified:TAG Immobilien
Target Persona:Real Estate 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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