The Starr ConspiracyAI-Era Leaderboard
Workforce Management & Time Tracking Solutions

Workforce Management & Time Tracking Solutions

Who's winning in the AI Era? Using millions of data points, we've analyzed 88 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.

88

Vendors Tracked

78,233

AI Citations

4.5

Vertical AI Readiness

Struggling

Who's Winning

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

GTM Leader

Clockify

AI GTM Leader
GTM Score97.0
Citation Share14.7%
Rank#1
Engine BalanceDual-engine

Product Leader

Zendesk

AI Product Leader
Product Score90.0
AI TierAI-Augmented
AI DepthPlatform-level AI
AI Features9 detected

AI-Era Leader

ADP

AI-Era Leader
Overall Score85.9
GTM Score90.6
Product Score81.2
Last AI Ship2026-03-02

AI-Era Position Matrix

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

AI-Era LeadersAI Product LeadersAI GTM LeadersCatching UpAI GTM Leadership →AI Product Leadership →PaylocityConnecteamADPRipplingTimeCampPaycorWorkdayZendeskTimelyNICE Ltd

GTM Leaderboard

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

#VendorGTM ScoreCitation ShareCoveragePerplexityAI Overviews
1Clockify97.014.7%6.3%81%19%
2Paylocity93.75.5%3.2%70%30%
3Connecteam91.63.9%3.4%81%19%
4My Hours90.83.5%3.4%90%10%
5ADP90.66.3%3.1%72%28%
6Rippling88.52.5%2.1%65%35%
7Toggl88.45.1%2.9%81%19%
8Apploye88.32.5%2.0%68%32%
9TimeCamp86.93.3%3.4%98%2%
10Paycor85.42.2%1.8%74%26%

AEO Leaderboard

Pure citation performance across AI answer engines

#VendorCitation ShareCoveragePerplexityAI OverviewsAEO Score
1Clockify14.7%6.3%81%19%95.4
2ADP6.3%3.1%72%28%92.5
3Paylocity5.5%3.2%70%30%92.1
4Toggl5.1%2.9%81%19%89.8
5Connecteam3.9%3.4%81%19%89.3
6My Hours3.5%3.4%90%10%88.1
7TimeCamp3.3%3.4%98%2%87.2
8Workday3.1%1.5%90%10%84.0
9Apploye2.5%2.0%68%32%86.3
10Rippling2.5%2.1%65%35%86.5

Product Leaderboard

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

#VendorProduct ScoreAI TierDepthFeaturesLast ShipConfidence
1Zendesk90.0AugmentedPlatform92026-04-27high
2NICE Ltd90.0NativePlatform102025-07-02high
3Assembled89.9NativePlatform82025-12high
4UKG Pro87.6AugmentedPlatform92026-03high
5SAP85.9AugmentedPlatform142025-12high
6Dayforce84.2AugmentedPlatform132025-10-07high
7Workday83.7AugmentedPlatform152025-09-16high
8Rippling82.5AugmentedPlatform82026-03-18high
9ADP81.2AugmentedPlatform72026-03-02high
10Timely80.1NativeModule52026-03high

Citation Share Universe

How AI answer engines distribute citations across this vertical

Vendor vs. Vendor

How citation share is distributed among tracked vendors

Clockify14.7%Paylocity5.5%Connecteam3.9%ADP6.3%Toggl5.1%

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.

35 Aligned48 Overstating5 Underselling
0255075100
TimeForge
Overstating
Paycom
Overstating
Productive
Overstating
Early
Overstating
Unrubble
Overstating
Bright Pattern
Overstating
Sage
Overstating
Workstream
Overstating
Clockk
Overstating
Aspect Software
Overstating
Product ScoreMarketing MessagingGap (line color = severity)