The Starr ConspiracyAI-Era Leaderboard
Human Capital Management & Payroll Solutions

Human Capital Management & Payroll Solutions

Who's winning in the AI Era? Using millions of data points, we've analyzed 34 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.

34

Vendors Tracked

115,619

AI Citations

2.9

Vertical AI Readiness

Struggling

Who's Winning

The leaders across GTM, product, and overall AI-Era performance

GTM Leader

ADP

AI-Era Leader
GTM Score97.7
Citation Share21.9%
Rank#1
Engine BalanceDual-engine

Product Leader

SAP SuccessFactors

AI Product Leader
Product Score85.8
AI TierAI-Augmented
AI DepthPlatform-level AI
AI Features9 detected

AI-Era Leader

Paylocity

AI Product Leader
Overall Score86.2
GTM Score92.8
Product Score79.5
Last AI Ship2025-11

AI-Era Position Matrix

34 vendors plotted by AI GTM Leadership and AI Product Leadership.

AI-Era LeadersAI Product LeadersAI GTM LeadersCatching UpAI GTM Leadership →AI Product Leadership →ADPRipplingPaylocityPaychexPaycorUKG ProWorkdayGustoDayforceSAP SuccessFac…

GTM Leaderboard

Who's winning the go-to-market game in the AI Era

#VendorGTM ScoreCitation ShareCoveragePerplexityAI Overviews
1ADP97.721.9%22.8%70%30%
2Rippling94.714.9%18.8%76%24%
3Paylocity92.814.1%16.3%76%24%
4Paychex88.77.3%7.1%80%20%
5Paycor87.67.0%10.0%91%9%
6OnPay*81.23.8%6.2%56%44%
7UKG Pro80.55.5%4.6%91%9%
8Workday78.74.5%3.8%82%18%
9Paycom*77.42.4%3.8%74%26%
10Gusto74.13.2%3.6%12%88%

AEO Leaderboard

Pure citation performance across AI answer engines

#VendorCitation ShareCoveragePerplexityAI OverviewsAEO Score
1ADP21.9%22.8%70%30%96.6
2Rippling14.9%18.8%76%24%93.1
3Paylocity14.1%16.3%76%24%91.2
4Paychex7.3%7.1%80%20%86.8
5Paycor7.0%10.0%91%9%85.1
6UKG Pro5.5%4.6%91%9%81.5
7Workday4.5%3.8%82%18%79.9
8OnPay*3.8%6.2%56%44%83.0
9Gusto3.2%3.6%12%88%74.9
10Paycom*2.4%3.8%74%26%74.9

Product Leaderboard

AI product capabilities — who's building real AI vs. marketing it

#VendorProduct ScoreAI TierDepthFeaturesLast ShipConfidence
1SAP SuccessFactors85.8AugmentedPlatform92026-01high
2Dayforce84.6AugmentedPlatform72026-03high
3Workday84.2AugmentedPlatform112025-09-16high
4Paylocity79.5AugmentedPlatform72025-11high
5Rippling76.0AugmentedModule82026-03-18high
6UKG Pro73.1AugmentedModule112025-10high
7Paycor64.8AugmentedModule82025-03high
8Paychex64.2AugmentedFeature72026-02high
9Gusto61.1AugmentedFeature62026-03high
10ADP58.3AugmentedFeature82025-09-03high

Citation Share Universe

How AI answer engines distribute citations across this vertical

Vendor vs. Vendor

How citation share is distributed among tracked vendors

ADP21.9%Rippling14.9%Paylocity14.1%Paychex7.3%Paycor7.0%

AI Product Intelligence

How each vendor stacks up on real AI capabilities vs. marketing claims

Loading AI intelligence data...

Messaging vs. Reality

Are vendors walking the talk? Product reality vs. marketing claims.

8 Aligned4 Overstating0 Underselling
0255075100
Paylocity
Overstating
Workday
Overstating
Dayforce
Overstating
SAP SuccessFactors
Overstating
Ascentis
Aligned
Rippling
Aligned
ADP
Aligned
Asure
Aligned
UKG Pro
Aligned
Gusto
Aligned
Product ScoreMarketing MessagingGap (line color = severity)