Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
AEG
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.
0.3%
+0.0% 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
Bosch
Competitor Displacement Rate
0.1%
Competitors are displacing AEG in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: AEG's home appliance offerings compete in a crowded market dominated by brands offering similar features and price points. Differentiation through unique design or smart technology is crucial for growth.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[which.co.uk][goodhousekeeping.com]⚠️ Identified Vulnerability:Market Saturation
Primary Threat Identified:Bosch
Target Persona:Homeowners seeking Appliances
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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