Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Trina Solar
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.
45.0%
+3.0% 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
JinkoSolar
Competitor Displacement Rate
30.0%
Competitors are displacing Trina Solar in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Trina Solar is a significant player in the solar panel market, but JinkoSolar often appears more prominently in searches for cost-effective or high-efficiency solar solutions. Trina could enhance its position by emphasizing product reliability and long-term performance data.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[jinkosolar.com][longi.com][se.com]⚠️ Identified Vulnerability:Efficiency Metrics
Primary Threat Identified:JinkoSolar
Target Persona:Solar Installers
🚨 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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