Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Cavium
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%
-5.0% 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
Marvell Technology
Competitor Displacement Rate
35.0%
Competitors are displacing Cavium in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Cavium, now part of Marvell, has been largely integrated, with Marvell's broader portfolio and acquisitions displacing its standalone brand visibility.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[marvell.com][broadcom.com]⚠️ Identified Vulnerability:Market Consolidation
Primary Threat Identified:Marvell Technology
Target Persona:Network Infrastructure Designers
🚨 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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