The Starr ConspiracyAI-Era Leaderboard
Enterprise Learning & Skills Platforms

Enterprise Learning & Skills Platforms

Who's winning in the AI Era? Using millions of data points, we've analyzed 78 vendors across two dimensions: AI Product Leadership and AI GTM Leadership.

78

Vendors Tracked

36,764

AI Citations

3.8

Vertical AI Readiness

Struggling

Who's Winning

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

GTM Leader

Docebo

AI-Era Leader
GTM Score97.2
Citation Share14.5%
Rank#1
Engine BalanceDual-engine

Product Leader

Skillsoft

AI Product Leader
Product Score100.0
AI TierAI-Native
AI DepthPlatform-level AI
AI Features10 detected

AI-Era Leader

Docebo

AI-Era Leader
Overall Score92.7
GTM Score97.2
Product Score88.2
Last AI Ship2026-01

AI-Era Position Matrix

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

AI-Era LeadersAI Product LeadersAI GTM LeadersCatching UpAI GTM Leadership →AI Product Leadership →DoceboiSpring LMSCYPHER LearningWorkdayCornerstone On…DisprzHowNowDegreedSkillsoftInstructure

GTM Leaderboard

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

#VendorGTM ScoreCitation ShareCoveragePerplexityAI Overviews
1Docebo97.214.5%15.8%77%23%
2iSpring LMS92.73.2%6.2%56%44%
3CYPHER Learning90.04.9%9.4%79%21%
4Coursera89.76.1%5.5%83%17%
5Absorb LMS88.12.8%5.4%95%5%
6ProProfs Training Maker86.92.5%5.5%99%1%
7TopClass LMS84.42.6%5.0%83%17%
8Workday83.03.3%2.8%84%16%
9Cornerstone OnDemand81.92.5%3.7%90%10%
10Disprz81.32.1%4.1%72%28%

AEO Leaderboard

Pure citation performance across AI answer engines

#VendorCitation ShareCoveragePerplexityAI OverviewsAEO Score
1Docebo14.5%15.8%77%23%95.8
2Coursera6.1%5.5%83%17%91.2
3CYPHER Learning4.9%9.4%79%21%91.1
4Degreed3.6%1.9%97%3%82.6
5Workday3.3%2.8%84%16%84.6
6iSpring LMS3.2%6.2%56%44%91.2
7Absorb LMS2.8%5.4%95%5%85.2
8TopClass LMS2.6%5.0%83%17%85.1
9Cornerstone OnDemand2.5%3.7%90%10%82.7
10ProProfs Training Maker2.5%5.5%99%1%83.5

Product Leaderboard

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

#VendorProduct ScoreAI TierDepthFeaturesLast ShipConfidence
1Skillsoft100.0NativePlatform102026-04-08high
2Coursebox92.2NativePlatform82026high
3Instructure91.6AugmentedPlatform102026-03-12high
4LearnWorlds89.6AugmentedPlatform122026-02high
5Cornerstone OnDemand89.3AugmentedPlatform102026-03-16high
6Docebo88.2AugmentedPlatform142026-01high
7Deelan87.7NativePlatform72026high
8Disprz87.3NativePlatform92025-05high
9Degreed87.1AugmentedPlatform82026-03-03high
10The Work Academy86.2NativePlatform52026-01high

Citation Share Universe

How AI answer engines distribute citations across this vertical

Vendor vs. Vendor

How citation share is distributed among tracked vendors

Docebo14.5%CYPHER Learn...4.9%Coursera6.1%Workday3.3%Degreed3.6%

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.

28 Aligned49 Overstating1 Underselling
0255075100
Educate Me
Overstating
LMS Portals
Overstating
Tovuti
Overstating
OpenSesame
Overstating
TalentLMS
Overstating
ProProfs Training Maker
Overstating
LearnPress
Overstating
SAP Litmos
Overstating
Paradiso LMS
Overstating
Continu
Overstating
Product ScoreMarketing MessagingGap (line color = severity)