Automotive & Mobility
🟢 SERP-Grounded (Light Telemetry)
SK On
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%
+7.0% 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
LG Energy Solution
Competitor Displacement Rate
35.0%
Competitors are displacing SK On in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: SK On is a rapidly growing EV battery manufacturer, but faces intense competition from established players like LG Energy Solution and CATL. Scaling production and securing long-term OEM contracts are critical, as competitors offer similar technological advancements and market presence.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[lgensol.com][catl.com][panasonic.com]⚠️ Identified Vulnerability:Market Share
Primary Threat Identified:LG Energy Solution
Target Persona:EV Battery Procurement Managers
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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