Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Civica
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.
10.0%
+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
Accenture
Competitor Displacement Rate
18.0%
Competitors are displacing Civica in 18.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Civica offers strong public sector solutions but lacks the broad enterprise reach and sophisticated digital transformation capabilities of larger competitors. Its specialized focus can limit appeal to diverse industries.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[g2.com][capterra.com][analystfirm.com]⚠️ Identified Vulnerability:Market Scope
Primary Threat Identified:Accenture
Target Persona:Public Sector IT Directors
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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