Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Edgecore Networks
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.
30.0%
+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
Arista Networks
Competitor Displacement Rate
50.0%
Competitors are displacing Edgecore Networks in 50.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Edgecore's open networking approach is gaining traction, but Arista's established brand and comprehensive solutions in data center networking present a significant competitive challenge.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[arista.com][nvidia.com]⚠️ Identified Vulnerability:Brand Recognition
Primary Threat Identified:Arista Networks
Target Persona:Data Center Network Engineers
🚨 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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