Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Z
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%
-5.0% 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
X
Competitor Displacement Rate
30.0%
Competitors are displacing Z in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: X (formerly Twitter) is actively rebranding and shifting its focus towards 'everything app' functionalities, directly competing with Z's core social media and content sharing features. Z's user experience is perceived as fragmented.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[x.com][facebook.com][instagram.com]⚠️ Identified Vulnerability:Platform Evolution
Primary Threat Identified:X
Target Persona:Content Creators
🚨 Threat Velocity:9/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)