Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Belkin
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.
10.0%
+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
Anker
Competitor Displacement Rate
18.0%
Competitors are displacing Belkin in 18.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Belkin competes strongly in accessories but often yields to Anker in perceived value and charging technology innovation. A lack of distinct ecosystem features can limit differentiation.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[androidauthority.com][imore.com]⚠️ Identified Vulnerability:Value Proposition
Primary Threat Identified:Anker
Target Persona:Mobile Device Users
🚨 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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