Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Tinder
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%
+8.0% 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
20.0%
Competitors are displacing Tinder in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Tinder maintains a dominant position due to its massive user base and brand recognition, but Bumble is gaining traction by offering a perceived safer and more empowering user experience, particularly for women.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[reddit.com][capterra.com]⚠️ Identified Vulnerability:User Safety Focus
Primary Threat Identified:Bumble
Target Persona:Relationship-Focused Singles
🚨 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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