Public Sector & Education
🟢 SERP-Grounded (Light Telemetry)
IES Communications
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.
35.5%
+15.2% 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
SageNet
Competitor Displacement Rate
45.0%
Competitors are displacing IES Communications in 45.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors like SageNet and Switch are frequently listed as alternatives. IES Communications needs to differentiate its service offerings to avoid being perceived as a commodity.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[craft.co][compworth.com][cbinsights.com]⚠️ Identified Vulnerability:Service Differentiation
Primary Threat Identified:SageNet
Target Persona:IT Procurement Managers
🚨 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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