Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Sinopec
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.
22.0%
+1.5% 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
PetroChina
Competitor Displacement Rate
20.0%
Competitors are displacing Sinopec 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: Sinopec is experiencing competition in advanced materials and specialty chemicals from competitors offering more innovative formulations and customized solutions. Their focus on commodity products is limiting growth in high-margin segments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[petrochina.com.cn][cnooc.com.cn]⚠️ Identified Vulnerability:Product Innovation
Primary Threat Identified:PetroChina
Target Persona:Advanced Materials Engineers
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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