Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
CloudGenix
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.
40.0%
+4.0% 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
Cisco Meraki
Competitor Displacement Rate
45.0%
Competitors are displacing CloudGenix in 45.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: CloudGenix offers a strong SD-WAN solution, but Cisco Meraki's integrated network management and broader product suite often lead to higher visibility and preference.
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][meraki.com]⚠️ Identified Vulnerability:Brand Dominance
Primary Threat Identified:Cisco Meraki
Target Persona:Network Operations Managers
🚨 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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