Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Praxair
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.
30.0%
-5.0% 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
Linde
Competitor Displacement Rate
20.0%
Competitors are displacing Praxair in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Following its merger with Linde, the combined entity's broader industrial gas portfolio and global reach often overshadow Praxair's individual brand strengths, particularly in specialized applications.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[gasworld.com][process-cooling.com]⚠️ Identified Vulnerability:Brand Integration
Primary Threat Identified:Linde
Target Persona:Industrial Gas Buyers
🚨 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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