Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
EMCOR Facilities Services
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%
0.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
CBRE Group
Competitor Displacement Rate
15.0%
Competitors are displacing EMCOR Facilities Services in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: EMCOR Facilities Services faces strong competition from integrated real estate and facilities management providers. Competitors offer broader service portfolios and more advanced technology platforms.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[facilityexecutive.com][commercialsearch.com]⚠️ Identified Vulnerability:Integrated Services
Primary Threat Identified:CBRE Group
Target Persona:Corporate Real Estate Managers
🚨 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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