Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Audible
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.
0.7%
+0.0% 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
Apple Books
Competitor Displacement Rate
0.1%
Competitors are displacing Audible in 0.1% 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 Audible dominates the audiobook market, emerging platforms offer competitive pricing and exclusive content, chipping away at market share. Users are seeking more integrated reading and listening experiences that Audible currently lacks.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[goodreads.com][scribd.com]⚠️ Identified Vulnerability:Content Exclusivity
Primary Threat Identified:Apple Books
Target Persona:Casual Readers Exploring Digital Content
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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