Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Quantenna
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.
1.5%
-1.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Broadcom
Competitor Displacement Rate
18.0%
Competitors are displacing Quantenna 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: Quantenna's focus on Wi-Fi chipsets is being outpaced by integrated solutions from competitors like Broadcom, which offer a more comprehensive connectivity package.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[anandtech.com][wikichip.org]⚠️ Identified Vulnerability:Integration
Primary Threat Identified:Broadcom
Target Persona:Embedded Systems Engineers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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