Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Meta Platforms Inc.
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.
55.0%
+2.0% 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
Competitor Displacement Rate
5.0%
Competitors are displacing Meta Platforms Inc. in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While Meta dominates social media, Google's AI advancements and integrated search/advertising ecosystem present a persistent challenge for user attention and ad spend. Meta's metaverse bet is still developing.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[google.com][tiktok.com]⚠️ Identified Vulnerability:AI Integration
Primary Threat Identified:Google
Target Persona:Digital Advertisers
🚨 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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