Automotive & Mobility
🟢 SERP-Grounded (Light Telemetry)
Mobileye
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.
70.0%
+4.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Waymo
Competitor Displacement Rate
5.0%
Competitors are displacing Mobileye in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While a leader in ADAS, Mobileye faces long-term threats from fully autonomous driving solutions and integrated OEM systems that offer more comprehensive self-driving capabilities. The complexity of Level 4/5 autonomy presents a challenge.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[techcrunch.com][theverge.com][arstechnica.com]⚠️ Identified Vulnerability:Full Autonomy
Primary Threat Identified:Waymo
Target Persona:Automotive OEMs
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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