Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Allied Air
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.
18.0%
+4.0% 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
Carrier
Competitor Displacement Rate
22.0%
Competitors are displacing Allied Air in 22.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Allied Air provides HVAC solutions but competes with giants like Carrier, which offer a more extensive product line, global distribution, and strong brand recognition. Displacement occurs due to a wider ecosystem of parts, services, and smart home integration.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[carrier.com][trane.com][lennox.com]⚠️ Identified Vulnerability:Ecosystem Breadth
Primary Threat Identified:Carrier
Target Persona:HVAC Contractors
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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