Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Meraki
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.
10.0%
-2.5% 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
Cisco
Competitor Displacement Rate
15.0%
Competitors are displacing Meraki in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Meraki's integrated cloud management is a key differentiator, but it may face competition from Cisco's broader portfolio and enterprise-focused solutions. Pricing tiers could be a vulnerability for certain large-scale deployments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[g2.com][gartner.com]⚠️ Identified Vulnerability:Scalability
Primary Threat Identified:Cisco
Target Persona:Network Administrators
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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