Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Machine Zone
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%
-0.1% 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
Zynga
Competitor Displacement Rate
0.3%
Competitors are displacing Machine Zone in 0.3% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Machine Zone's games often rely on aggressive monetization strategies that alienate players, while competitors offer more player-friendly progression systems. The lack of innovation in core gameplay loops further contributes to declining user engagement.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[pocketgamer.com][app annie]⚠️ Identified Vulnerability:Monetization Strategy
Primary Threat Identified:Zynga
Target Persona:Mid-Core Mobile Gamers
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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