Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
MTV
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.
10.0%
-15.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NegativeThe 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
YouTube
Competitor Displacement Rate
60.0%
Competitors are displacing MTV in 60.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Shift in music consumption to streaming platforms and user-generated content has severely diminished MTV's relevance and search visibility. Competitors offer on-demand access to a wider variety of music content.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[youtube.com][spotify.com][soundcloud.com]⚠️ Identified Vulnerability:Content Relevance
Primary Threat Identified:YouTube
Target Persona:Music Enthusiasts
🚨 Threat Velocity:9/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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