Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
IHS Markit
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.
45.0%
-0.0% 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
S&P Global
Competitor Displacement Rate
35.0%
Competitors are displacing IHS Markit 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: Following its acquisition by S&P Global, the distinct market presence and integrated offerings of IHS Markit are being absorbed. Competitors are leveraging the combined entity's broader data scope and analytics capabilities.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[bloomberg.com][reuters.com][s&p global]⚠️ Identified Vulnerability:Market Consolidation
Primary Threat Identified:S&P Global
Target Persona:Financial Analysts and Market Researchers
🚨 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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