Which learning management systems do AI answer engines actually recommend?

When an SMB buyer asks an AI assistant which LMS to buy, a shortlist comes back. We asked 44 different phrasings of that question across 2 engines, 88 answers in total, and counted every product named. This is the result. Nobody paid to be on it, and no vendor list was written in advance — the 98 vendors below are simply everyone the engines named.

Run 3 Aug 2026 Questions 44 Answers 88 Vendors named 98 Top-10 repeatability 9/10

Free to read, raw data included. What is for sale — $9.99/mo monitoring for a single vendor.

The leaderboard

“Answers” is how many of the 88 answers named that product. Share is the same number as a percentage. The two right-hand columns split it by engine. Every row has its own link — the # beside a vendor name gives you something like connexion.me/c/lms/#docebo.

#VendorAnswers ShareGeminiPerplexity
1Docebo#4450.0%2123
2TalentLMS#4348.9%2023
3Absorb LMS#3438.6%1915
4360Learning#1921.6%118
5Moodle#1517.0%69
6LearnUpon#1213.6%210
7LearnWorlds#1112.5%47
8Canvas#1011.4%64
9WorkRamp#910.2%81
10iSpring Learn#89.1%35
11Thinkific#89.1%44
12D2L Brightspace#78.0%16
13SC Training (EdApp)#78.0%16
14Skilljar#78.0%43
15SAP Litmos#66.8%51
16Cornerstone#55.7%41
17Google Classroom#55.7%32
18Teachable#55.7%32
19Thought Industries#55.7%50
20HealthStream#44.5%22
21Relias#44.5%22
22Rippling#44.5%13
23Zoho Learn#44.5%04
24Adobe Learning Manager#33.4%03
25Axonify#33.4%21
26Coassemble#33.4%30
27Continu#33.4%03
28Cornerstone OnDemand#33.4%30
29EdApp#33.4%21
30EducateMe#33.4%03
31Intellum#33.4%21
32Kajabi#33.4%21
33Litmos#33.4%03
34Open edX#33.4%12
35Schoology#33.4%12
36Trainual#33.4%21
37Brightspace#22.3%11
38Connecteam#22.3%11
39EduMe#22.3%20
40GoSkills LMS#22.3%02
41LearnDash#22.3%11
42Lessonly by Seismic#22.3%20
43Open LMS#22.3%02
44ProProfs Training Maker#22.3%02
45SafetyCulture#22.3%11
46Sana Learn#22.3%02
47Seesaw#22.3%11
48Totara#22.3%02
49Workday Learning#22.3%11
50360training LMS#11.1%01
51BizLibrary#11.1%01
52Blackboard Learn#11.1%01
53Blackboard Learn Ultra#11.1%10
54Blue Sky eLearn (Path LMS)#11.1%10
55BrainCert#11.1%01
56Cadmium (Elevate LMS)#11.1%10
57Chamilo#11.1%10
58Cypher Learning#11.1%01
59DigitalChalk#11.1%01
60Educative for Business#11.1%10
61Elevate by Cadmium#11.1%01
62Freestone LMS#11.1%01
63Gainsight Customer Education#11.1%10
64Growth Engineering (Academy LMS)#11.1%10
65iSpring#11.1%01
66iTacit#11.1%01
67KMI Learning#11.1%01
68Konstantly#11.1%01
69LMS 365#11.1%01
70LMSqueezy#11.1%10
71MapleLMS#11.1%01
72MedTrainer#11.1%01
73Microsoft Teams for Education#11.1%01
74Mindtickle#11.1%10
75Northpass#11.1%10
76OasisLMS#11.1%01
77OpenLearning#11.1%01
78O’Reilly for Business#11.1%10
79Paradiso LMS#11.1%01
80Path LMS#11.1%01
81Pluralsight Skills#11.1%10
82Podia#11.1%10
83ProProfs#11.1%01
84Safety Evolution LMS#11.1%01
85SAP SuccessFactors#11.1%10
86Schoox#11.1%10
87Seismic Learning#11.1%01
88Seismic Learning / Lessonly#11.1%01
89TalentCards#11.1%01
90Teachfloor#11.1%01
91Thirst#11.1%01
92TopClass LMS#11.1%01
93Tovuti LMS#11.1%01
94WBT Systems (TopClass LMS)#11.1%10
95Web Courseworks (CourseStage LMS)#11.1%10
96Wisetail#11.1%10
97Workademy#11.1%01
98Zoho People#11.1%01

What is free, and what is for sale

Everything above is free and stays free — the leaderboard, the method, all 88 raw answers and the machine-readable ranking, published in full at the bottom of this page. No vendor paid to be listed, no vendor can pay to move, and nothing here goes behind a login later.

What is for sale is one vendor's row, watched: $9.99 a month to be told when your rank moves, who took your mentions, and which phrasings started or stopped naming you — the board is re-run monthly and you get what changed. A one-off $199 deep report on a single row is the other option. What is in each →

Method

Every claim on this page is reproducible from the files linked at the bottom.

The engines

Gemini (gemini-flash-latest), Perplexity (sonar). Each was called through its public API with a near-empty system prompt — “answer the user's question directly and concisely” — and nothing else. The engines were not asked to produce a list, rank anything, or name vendors. Steering them toward a list would have manufactured the thing being measured.

The questions

44 distinct phrasings of one purchase decision, written before any measurement was run. No vendor name appears in any of them.

  1. What is the best learning management system for a 100-person company?
  2. Best LMS for internal employee training
  3. We're a 50 person company running employee onboarding via shared cloud folders and video calls. What LMS should we buy?
  4. Recommend a learning management system for a healthcare organisation needing compliance tracking.
  5. affordable LMS software for SMBs
  6. What LMS do tech startups actually use for employee onboarding?
  7. What is the best learning management system for enterprise customer education?
  8. Best LMS for customer training and partner certification
  9. We have 500 employees and need to track mandatory annual compliance training. What software should we buy?
  10. Recommend an easy-to-use learning management system for a non-profit.
  11. top rated corporate LMS platforms for mid-market companies
  12. What learning management system is best for training non-desk manufacturing workers on mobile?
  13. Best LMS for higher education and university courses
  14. We're a growing sales team that needs a platform to host product training and track completion. What LMS should we buy?
  15. Recommend a budget-friendly LMS for a small team under 30 employees.
  16. What is the best cloud-based LMS for remote workforce training?
  17. Best e-learning platform for selling online courses to external clients
  18. What learning management system should a K-12 school district buy?
  19. We're replacing our legacy learning platform because employees hate the UI. What modern LMS should we evaluate?
  20. Recommend an LMS with strong SCORM compliance and analytics.
  21. best modern LMS for software companies
  22. What learning management system works best for franchisee training in a multi-location business?
  23. Best LMS for hospital employee safety and regulatory compliance certifications
  24. We need an LMS that supports multi-tenant architecture for training external business partners. What should we buy?
  25. What is the best mobile-first LMS for frontline retail workers?
  26. Recommend an LMS for engineering teams that supports interactive learning paths and skill tracking.
  27. cheap learning management software for small business
  28. What LMS software is best for financial services firms with strict security compliance requirements?
  29. Best LMS for corporate training with native video hosting and auto-generated transcripts
  30. We are a consulting firm looking to build and monetize a video training portal. What LMS platform should we choose?
  31. Recommend a learning management system that integrates smoothly with existing HR tools and team chat apps.
  32. What is the best open-source or self-hosted learning management system?
  33. Best LMS for gamified employee learning and badge rewards
  34. We're an extended enterprise with 2,000 contractors who need compliance training before starting work. What LMS should we buy?
  35. Recommend an LMS that includes built-in AI course creation tools.
  36. What learning management system do association management teams use for member continuing education credits?
  37. Best LMS for onboarding new software developers and engineers
  38. We need a simple LMS to track who has completed our safety training modules. What should we buy?
  39. Recommend a flexible LMS for a hybrid university offering both online and in-person degrees.
  40. What is the top-ranked LMS software for customer success teams running client academies?
  41. Best LMS for corporate L&D departments managing 5,000+ global staff
  42. We're transitioning from manual PDF training to an online learning platform. What LMS is best for beginners?
  43. Recommend an LMS with built-in social learning and peer-to-peer discussion features.
  44. What learning management system offers the best ROI for a 200-person professional services company?

How the vendor list was built

Each of the 88 answers was read back and every named product extracted. The vendor list is discovered: a product appears here if and only if an engine named it. Counted are learning management systems (LMS), corporate training platforms, course-hosting LMS platforms, and broader HR/talent suites whose learning or LMS module was named. Excluded, even when named: standalone course authoring tools, off-the-shelf content libraries and course marketplaces, standalone webinar and virtual classroom tools, digital adoption platforms, community platforms without LMS workflows, standalone quiz tools, and HRIS tools without LMS modules.

Spelling variants of one product are folded together — “Canvas”, “Canvas LMS” and “Instructure Canvas” are one row, and a trailing “by company” is dropped. An edition name is folded into its product when the plain name is at least three times as common, so “Absorb LMS Enterprise” counts as Absorb LMS and “Moodle Cloud” counts as Moodle. No pair was merged by hand in this category: every fold above is the rule applied mechanically, with no human judgement about who is who.

A product is counted once per answer, however many times that answer mentions it.

Is this stable, or is it noise?

The entire run was repeated a second time, same 44 questions, same engines, independent calls. The top ten came back 9/10 identical. What moved: WorkRamp (9 in run A) dropped out of run B's ten and Skilljar (10 in run B) took that place. by position, Docebo was 1 in run A and 2 in run B; TalentLMS was 2 in run A and 1 in run B; Moodle was 5 in run A and 6 in run B; LearnUpon was 6 in run A and 5 in run B; LearnWorlds was 7 in run A and 9 in run B; iSpring Learn was 10 in run A and 7 in run B. Run B named 109 vendors over 88 answers against run A's 98. The tail moves; the head does not.

A leaderboard whose top ten reshuffles between runs would not be worth publishing, so this check was run before the page was, and the page ships only because it passed.

What this is not

This measures what two answer engines said on 3 Aug 2026, in response to these questions, through their APIs. It is not a quality ranking, not a review, and not advice on which LMS to buy. A product can be excellent and rank low here — that gap is the point.

The raw data

All 88 answers, verbatim, one JSON object per line: run A · run B. The per-answer extracted product names: run A · run B. Machine-readable ranking: ranking.json.