Data as of Aug 25, 2026 · Based on 1,405 AI responses · See how Parse measures this
Learning Management Systems
Parse
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Instructure leads, named in 52% of answers, ahead of at 51% and at 44%.
Instructure is now the most-cited brand in AI-generated recommendations for Learning Management Systems. For interactive classroom technology specifically, tools like Kahoot! and
Nearpod dominate, signaling a split between administrative LMS platforms and in-class engagement tools.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Leader for higher education, cited for its clean interface and robust integrations. | 52% | |
| 2 | Top open-source choice, praised for customization but requires technical setup. | 51% | |
| 3 | 44% | ||
| 4 | 26% | ||
| 5 | A top choice for small-to-mid-sized businesses needing rapid training deployment. | 22% | |
| 6 | Enterprise-grade LMS frequently recommended for its AI-powered personalization and scalability. | 21% | |
| 7 | Delivers interactive lessons with quizzes, polls, and real-time classroom feedback. | 18% | |
| 8 | 18% | ||
| 9 | Top recommendation for game-based quizzes and real-time classroom engagement. | 18% | |
| 10 | Gaining mentions for creating and selling independent online courses. | 17% | |
| 11 | 16% | ||
| 12 | 14% | ||
| 13 | 13% | ||
| 14 | 12% | ||
| 15 | 12% | ||
| 16 | 11% | ||
| 17 | 11% | ||
| 18 | 11% | ||
| 19 | 10% | ||
| 20 | 10% | ||
| 21 | 9% | ||
| 22 | 9% | ||
| 23 | 9% | ||
| 24 | 7% | ||
| 25 | 7% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
research.com is the page AI reaches for most here, cited in 25% of analyzed answers.
Dropped from rank #4 to #14 between October and March.
Jumped from rank #7 to #3 between October and March.
“An integration partner for LMS platforms.” → “A primary, standalone option for simple course management.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 59% | 40% | ||
| 33% | 18% | ||
| 24% | 24% | ||
| 0% | 23% | ||
| 22% | 22% |
The two models disagree most about Absorb LMS (ChatGPT #21, Google #5) and Canvas by Instructure (ChatGPT #9, Google #20).
Across 1,405 AI responses, Instructure is mentioned most, named in 52% of them, followed by Moodle (51%) and Alphabet (44%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,405 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants consistently answer this general query by segmenting recommendations into academic and corporate use cases. For academia, Moodle and Canvas by
Instructure are the unwavering top choices. For business,
Docebo and
TalentLMS are frequently cited for corporate training and employee onboarding needs.
Brands mentioned
What is the best learning management system (LMS)?
AI assistants consistently answer this general query by segmenting recommendations into academic and corporate use cases. For academia, Moodle and Canvas by
Instructure are the unwavering top choices. For business,
Docebo and are frequently cited for corporate training and employee onboarding needs.
Responses to this specific query evolved significantly between October and December 2025. Initially, AI assistants mentioned general study planners like Shovel, but they later converged on
for its Leganto tool as the primary platform for this function. More recent responses also began including AI study tools like 's NotebookLM.
Which platform turns reading lists into guided study plans in the LMS?
Responses to this specific query evolved significantly between October and December 2025. Initially, AI assistants mentioned general study planners like Shovel, but they later converged on
Ex Libris for its Leganto tool as the primary platform for this function. More recent responses also began including AI study tools like
Google's NotebookLM.