Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Dayforce
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.
35.0%
+10.0% 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
Workday
Competitor Displacement Rate
25.0%
Competitors are displacing Dayforce in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Dayforce shows strong momentum in HCM, increasingly challenging Workday. Its unified platform and modern UI are key differentiators, though Workday retains a larger market share.
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][softwareadvice.com]⚠️ Identified Vulnerability:User Interface
Primary Threat Identified:Workday
Target Persona:HR Technology Leaders
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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