Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
UQ mobile
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.
55.0%
+1.2% 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
Rakuten Mobile
Competitor Displacement Rate
20.0%
Competitors are displacing UQ mobile in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: UQ mobile offers competitive data plans, but Rakuten Mobile's aggressive expansion and unlimited data options present a significant challenge. Pricing and network coverage are key battlegrounds.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kakaku.com][itmedia.co.jp][mobile.rakuten.co.jp]⚠️ Identified Vulnerability:Pricing
Primary Threat Identified:Rakuten Mobile
Target Persona:Value-Conscious Mobile Users
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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