Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Automatic Data Processing
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.
0.0%
0.0% 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
Paycom
Competitor Displacement Rate
0.0%
Competitors are displacing Automatic Data Processing in 0.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: ADP is a dominant force in payroll and HR, but newer platforms are gaining traction with more modern interfaces and AI-driven features. Its enterprise-level solutions can be complex and costly for smaller businesses.
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][shrm.org]⚠️ Identified Vulnerability:UI/UX
Primary Threat Identified:Paycom
Target Persona:Mid-Market HR 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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