Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Preempt
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.
15.0%
+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
Microsoft Entra ID
Competitor Displacement Rate
35.0%
Competitors are displacing Preempt in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Preempt Security offers strong identity threat detection, but Microsoft's integrated security solutions within Entra ID are increasingly preferred. Preempt needs to better articulate its unique value proposition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[csrc.nist.gov][isaca.org]⚠️ Identified Vulnerability:Ecosystem Integration
Primary Threat Identified:Microsoft Entra ID
Target Persona:CISOs
🚨 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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