Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
The Trade Desk
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.
60.0%
+6.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Google Ads
Competitor Displacement Rate
25.0%
Competitors are displacing The Trade Desk in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The Trade Desk is a leader in programmatic advertising, offering a powerful platform for buyers. Google Ads' vast reach and integrated ecosystem, however, continue to pose a significant competitive threat.
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][searchrendered.com]⚠️ Identified Vulnerability:Platform Integration
Primary Threat Identified:Google Ads
Target Persona:Digital Marketing Agencies
🚨 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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