The Starr ConspiracyAI-Era Leaderboard
Employer Workforce Health & Wellness Solutions

Employer Workforce Health & Wellness Solutions

Who's winning in the AI Era? Using millions of data points, we've analyzed 12 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.

12

Vendors Tracked

2,443

AI Citations

8.3

Vertical AI Readiness

Struggling

Who's Winning

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

GTM Leader

WellSteps

AI GTM Leader
GTM Score92.8
Citation Share37.7%
Rank#1
Engine BalanceDual-engine

Product Leader

Spring Health

AI Product Leader
Product Score96.2
AI TierAI-Native
AI DepthPlatform-level AI
AI Features10 detected

AI-Era Leader

WellSteps

AI GTM Leader
Overall Score72.2
GTM Score92.8
Product Score51.7
Last AI Ship2025-03

AI-Era Position Matrix

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

AI-Era LeadersAI Product LeadersAI GTM LeadersCatching UpAI GTM Leadership →AI Product Leadership →WellStepsWellness360Quest Diagnost…TotalWellnessPremise HealthLabcorpModern HealthSpring HealthPersonify HealthUnmind

GTM Leaderboard

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

#VendorGTM ScoreCitation ShareCoveragePerplexityAI Overviews
1WellSteps92.837.7%7.3%97%3%
2Wellness36084.816.0%3.2%98%2%
3Quest Diagnostics74.59.5%1.6%45%55%
4TotalWellness73.514.7%1.3%98%3%
5Premise Health60.87.7%0.5%95%5%
6Passport Health54.94.4%1.1%97%3%
7Labcorp50.73.6%0.4%82%18%
8Modern Health39.01.4%0.3%85%15%
9WellWorks For You33.33.4%0.2%100%0%
10Spring Health29.41.1%0.3%89%11%

AEO Leaderboard

Pure citation performance across AI answer engines

#VendorCitation ShareCoveragePerplexityAI OverviewsAEO Score
1WellSteps37.7%7.3%97%3%94.2
2Wellness36016.0%3.2%98%2%85.5
3TotalWellness14.7%1.3%98%3%78.0
4Quest Diagnostics9.5%1.6%45%55%79.4
5Premise Health7.7%0.5%95%5%64.9
6Passport Health4.4%1.1%97%3%60.9
7Labcorp3.6%0.4%82%18%54.1
8WellWorks For You3.4%0.2%100%0%39.0
9Modern Health1.4%0.3%85%15%41.2
10Spring Health1.1%0.3%89%11%34.7

Product Leaderboard

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

#VendorProduct ScoreAI TierDepthFeaturesLast ShipConfidence
1Spring Health96.2NativePlatform102026-05high
2Unmind89.4NativePlatform142025-09high
3Personify Health79.7AugmentedPlatform102025-10-15high
4Labcorp67.1AugmentedModule62026-05-20high
5Quest Diagnostics56.4AugmentedFeature62026-03-02high
6Modern Health55.0AugmentedModule7medium
7WellSteps51.7AugmentedFeature82025-03medium
8Wellness36043.9AugmentedFeature52024medium
9WellWorks For You33.6AugmentedFeature22023medium
10TotalWellness8.0AbsentMarketinghigh

Citation Share Universe

How AI answer engines distribute citations across this vertical

Vendor vs. Vendor

How citation share is distributed among tracked vendors

WellSteps37.7%Wellness36016.0%Quest Diagno...9.5%TotalWellness14.7%Premise Health7.7%

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.

6 Aligned6 Overstating0 Underselling
0255075100
Wellness360
Overstating
Personify Health
Overstating
WellSteps
Overstating
Modern Health
Overstating
Quest Diagnostics
Overstating
Unmind
Overstating
TotalWellness
Aligned
Premise Health
Aligned
Passport Health
Aligned
Spring Health
Aligned
Product ScoreMarketing MessagingGap (line color = severity)