Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
WongDoody
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
Ogilvy
Competitor Displacement Rate
0.1%
Competitors are displacing WongDoody in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: WongDoody faces competition from larger, more established agencies with broader service offerings and global reach. Their perceived lack of specialized digital marketing expertise compared to industry leaders limits their ability to capture key market share.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[adweek.com][adage.com]⚠️ Identified Vulnerability:Brand Reputation
Primary Threat Identified:Ogilvy
Target Persona:Marketing Directors at Mid-Sized CPG Brands
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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