Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Comfee
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.
8.0%
+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
Midea
Competitor Displacement Rate
12.0%
Competitors are displacing Comfee in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Comfee is gaining traction due to competitive pricing, but Midea maintains a strong lead through extensive distribution and brand trust in the appliance market.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[consumerreports.org][goodhousekeeping.com]⚠️ Identified Vulnerability:Brand Awareness
Primary Threat Identified:Midea
Target Persona:Budget-Conscious Homeowners
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)