Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Helios
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.
32.0%
-1.8% 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
Sika AG
Competitor Displacement Rate
42.0%
Competitors are displacing Helios in 42.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Helios is losing market share to competitors offering a wider range of specialized construction chemicals and more robust technical support. Competitors are also demonstrating superior performance in sustainable building solutions.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[constructiondive.com][buildings.com]⚠️ Identified Vulnerability:Product Specialization
Primary Threat Identified:Sika AG
Target Persona:Construction Project 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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