Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Nimble Storage
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.
5.0%
-1.0% 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
Dell EMC
Competitor Displacement Rate
65.0%
Competitors are displacing Nimble Storage in 65.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Nimble Storage is being outcompeted by Dell EMC's broader storage portfolio and strong enterprise support.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[dell.com][hpe.com][purestorage.com]⚠️ Identified Vulnerability:Portfolio Breadth
Primary Threat Identified:Dell EMC
Target Persona:Mid-Market Storage 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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