Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Gartner
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.
0.3%
+0.1% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Forrester
Competitor Displacement Rate
0.1%
Competitors are displacing Gartner in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Gartner maintains a dominant position in IT research and advisory but faces increasing competition from specialized firms and alternative content sources. Competitors are gaining traction by offering more focused or cost-effective insights.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[idg.com][techtarget.com][zdnet.com]⚠️ Identified Vulnerability:Content Cost
Primary Threat Identified:Forrester
Target Persona:Enterprise CIOs
🚨 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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