Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Match Group
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.
40.0%
+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
Bumble
Competitor Displacement Rate
30.0%
Competitors are displacing Match Group 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: While Match Group owns many popular dating apps, direct searches for 'Match Group' often surface competitors like Bumble, which offers a distinct user experience and has strong brand loyalty.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[bumble.com][hinge.com]⚠️ Identified Vulnerability:Brand Perception
Primary Threat Identified:Bumble
Target Persona:Dating App Users
🚨 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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