Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Inphi
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.
0.1%
-0.1% 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
Cisco Systems
Competitor Displacement Rate
0.1%
Competitors are displacing Inphi in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Inphi, a leader in high-speed analog and mixed-signal components for data centers, faces significant displacement from Cisco's integrated networking hardware and comprehensive service offerings. Inphi's lack of a complete end-to-end solution is a key vulnerability.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[cisco.com][marvell.com]⚠️ Identified Vulnerability:Solution Integration
Primary Threat Identified:Cisco Systems
Target Persona:Data Center Network Managers
🚨 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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