The Starr ConspiracyAI-Era Leaderboard
SMB Payroll Solutions

SMB Payroll Solutions

Who's winning in the AI Era? Using millions of data points, we've analyzed 11 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.

11

Vendors Tracked

14,772

AI Citations

9.1

Vertical AI Readiness

Struggling

Who's Winning

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

GTM Leader

ADP

AI-Era Leader
GTM Score98.0
Citation Share36.2%
Rank#1
Engine BalanceDual-engine

Product Leader

ADP

AI-Era Leader
Product Score78.8
AI TierAI-Augmented
AI DepthPlatform-level AI
AI Features8 detected

AI-Era Leader

ADP

AI-Era Leader
Overall Score88.4
GTM Score98.0
Product Score78.8
Last AI Ship2026-03-02

AI-Era Position Matrix

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

AI-Era LeadersAI Product LeadersAI GTM LeadersCatching UpAI GTM Leadership →AI Product Leadership →ADPQuickBooks Pay…PaychexGustoOnPayPaylocityPaycorPaycomPrimePayTriNet

GTM Leaderboard

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

#VendorGTM ScoreCitation ShareCoveragePerplexityAI Overviews
1ADP98.036.2%11.3%67%33%
2QuickBooks Payroll90.224.5%7.2%78%22%
3Paychex82.713.1%4.3%79%21%
4Gusto68.77.3%3.0%7%93%
5OnPay68.76.7%3.6%73%27%
6Paylocity60.24.9%2.7%65%35%
7Paycor52.94.7%2.4%80%20%
8Paycom34.00.9%0.5%65%35%
9Asure27.40.9%0.2%100%0%
10PrimePay25.70.6%0.3%82%18%

AEO Leaderboard

Pure citation performance across AI answer engines

#VendorCitation ShareCoveragePerplexityAI OverviewsAEO Score
1ADP36.2%11.3%67%33%97.0
2QuickBooks Payroll24.5%7.2%78%22%88.6
3Paychex13.1%4.3%79%21%80.7
4Gusto7.3%3.0%7%93%69.7
5OnPay6.7%3.6%73%27%69.3
6Paylocity4.9%2.7%65%35%61.5
7Paycor4.7%2.4%80%20%53.6
8Asure0.9%0.2%100%0%32.8
9Paycom0.9%0.5%65%35%40.4
10PrimePay0.6%0.3%82%18%31.2

Product Leaderboard

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

#VendorProduct ScoreAI TierDepthFeaturesLast ShipConfidence
1ADP78.8AugmentedPlatform82026-03-02high
2Paylocity78.6AugmentedPlatform72026-04-06high
3QuickBooks Payroll70.9AugmentedModule82025-08high
4Paycor70.1AugmentedFeature102026-02-26high
5Paychex64.1AugmentedFeature72026-02-26high
6Paycom59.4AugmentedFeature62025-07-30high
7TriNet53.8AugmentedFeature32026-03high
8PrimePay49.4AugmentedModule32025medium
9Gusto43.2AugmentedFeature42025-11medium
10OnPay8.0AbsentMarketinghigh

Citation Share Universe

How AI answer engines distribute citations across this vertical

Vendor vs. Vendor

How citation share is distributed among tracked vendors

ADP36.2%QuickBooks P...24.5%Paychex13.1%Gusto7.3%OnPay6.7%

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.

4 Aligned4 Overstating3 Underselling
0255075100
Paycom
Overstating
QuickBooks Payroll
Overstating
PrimePay
Overstating
TriNet
Overstating
ADP
Underselling
Paylocity
Underselling
Gusto
Underselling
OnPay
Aligned
Asure
Aligned
Paycor
Aligned
Product ScoreMarketing MessagingGap (line color = severity)