Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Waste Management
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%
+4.0% 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
Republic Services
Competitor Displacement Rate
20.0%
Competitors are displacing Waste Management 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: Republic Services is showing strong SERP performance for commercial waste solutions and recycling programs. Waste Management's content might be less granular in detailing service benefits and specialized offerings.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[republicservices.com][wm.com]⚠️ Identified Vulnerability:Commercial Solutions
Primary Threat Identified:Republic Services
Target Persona:Commercial Property Managers
🚨 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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