Subcategory · AI Citation Index
Who AI is citing in Payroll
ADP leads AI citations in payroll at 78, but no brand dominates shortlists across the category's 18 discovery prompts.
Brands tracked
30
Avg AEO score
73/100
Citation coverage
0%
of brands cited at least once
Dominant brands
0
cited > 50% of queries
Discovery stage
The shortlist
When buyers ask AI for the best Payroll software
No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.
Evaluation stage
The battleground
How brands fare on comparison queries · category median 0/100
ADP scores 0 on head-to-head comparisons despite appearing in 6 evaluation queries — the most of any brand. Paylocity averages 55 across 4 comparison queries, the only non-zero evaluation score in the dataset. The median evaluation score sits at 0, reflecting weak differentiation in direct matchups.
Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.
Trends
Over the last 12 months
Category average citation score rose from 69 in March 2026 to 73 in April, a 4-point gain. ADP climbed 15 points month-over-month, the strongest movement recorded. Sample sizes remain small (4 and 6 prompts respectively), limiting trend confidence.
Editorial picks
Brands worth watching
Adp
ADP holds the highest overall citation score at 78 and appears in 6 evaluation queries, more than any competitor. Its 15-point month-over-month gain is the sharpest upward movement in the category.
Read brand profile →Paylocity
Paylocity scores 74 overall and is the only brand with a non-zero evaluation average (55 across 4 comparison queries), suggesting it differentiates better in head-to-head contexts than peers.
Read brand profile →Rippling
Rippling scores 72 and appears in 4 evaluation queries, all with 0 average scores. Its citation presence exceeds its comparison performance, indicating discovery-stage visibility without evaluation-stage differentiation.
Read brand profile →Gusto Payroll & Benefits
Gusto sits at 68, the lowest score among the top four featured brands. It appears in 4 evaluation queries with 0 average score, mirroring Rippling's pattern of citation without comparison strength.
Read brand profile →FAQ
Payroll questions, answered
Which payroll software does AI cite most often?+
How do payroll platforms perform in head-to-head comparisons?+
Is any payroll vendor winning AI-driven discovery?+
What changed in payroll AI citations recently?+
Which payroll tools are getting compared most often?+
Related
More in HR
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