Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Grohe
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%
+1.2% 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
Moen
Competitor Displacement Rate
10.0%
Competitors are displacing Grohe in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While Grohe is recognized for design and engineering, competitors like Moen, Symmons, and Speakman are frequently cited as direct alternatives. Grohe needs to differentiate further on specific features or value propositions to solidify its market position.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[owler.com][cbinsights.com][craft.co]⚠️ Identified Vulnerability:Feature Differentiation
Primary Threat Identified:Moen
Target Persona:Design-Conscious Homeowners
🚨 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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