Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Friga-Bohn
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.
10.0%
-1.0% 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
Carrier Commercial
Competitor Displacement Rate
65.0%
Competitors are displacing Friga-Bohn in 65.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Friga-Bohn appears to be losing ground to larger HVAC manufacturers like Carrier Commercial, who likely offer a broader range of industrial refrigeration solutions and a more extensive service network. Their lack of prominent online visibility suggests a weaker content strategy for commercial queries.
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][emerson.com]⚠️ Identified Vulnerability:Market Presence
Primary Threat Identified:Carrier Commercial
Target Persona:Industrial Facility Managers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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