Subcategory · AI Citation Index
Payroll
The payroll category shows clear dual leadership with ADP and Rippling achieving near-identical shortlist rates (68% and 66%) and maximum model diversity, suggesting they serve distinct but equally broad buyer profiles. A competitive middle tier—Paychex, Paylocity, QuickBooks, and Workday—clusters between 46-57% shortlisting, with slightly lower model diversity (4-5 models) indicating more specialized positioning. The 23% gap between top performers and this middle tier, combined with relatively low evaluation brand count (12 vs. 51 consensus brands), suggests buyers quickly converge on established players despite a crowded market.
177 discovery queries · 295 head-to-heads · refreshed Oct 22, 2026
Discovery stage
The shortlist
Across 177 buyer-style "Payroll" queries
Hover or click a logo to see brand details
Get weekly AI visibility changes for Payroll sent to your inbox.
Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
Hover or click a logo to see brand details
Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Trends
Over the last 12 months
Brands to know
In this category
ADP
Maintains category leadership at 68% shortlisting with universal model appeal, demonstrating enduring strength despite newer platform competitors.
Read brand profile →Rippling
Matches ADP in model diversity while achieving 66% shortlist rate, validating its modern, integrated HR-payroll platform against legacy specialists.
Read brand profile →Paychex
Captures 57% of shortlists as the strongest traditional challenger to ADP, maintaining relevance across five buyer models.
Read brand profile →Citation sources
Where AI pulls citations from
684 citations captured across Payroll prompt runs.
Vendor pages
354Product, help, and marketing pages from tracked vendors
Independent sources
181Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Payroll questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
Buyers comparing options- How Much Does Payroll Software Cost in 2026 | Hybrid Payrollhybridpayroll.com
- How Much Does Payroll Software Cost? Models & Hidden Feespeoplemanagingpeople.com
- How Much Does HR Software Cost? A 2026 Pricing Guide - People Managing Peoplepeoplemanagingpeople.com
Want to know if AI cites your brand for Payroll?
Free audit. ChatGPT, Perplexity, Gemini, Claude.
Run an audit →