Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Recycle America
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.
15.0%
-2.5% 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
Waste Management
Competitor Displacement Rate
60.0%
Competitors are displacing Recycle America in 60.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Recycle America faces significant competition from established players like Waste Management, which likely offers more comprehensive service portfolios and established waste management infrastructure. Their online presence may also be less robust in capturing intent-driven search queries.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[wm.com][sierraclub.org]⚠️ Identified Vulnerability:Service Breadth
Primary Threat Identified:Waste Management
Target Persona:Small Business Owners
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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