| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning management systems | Learning and development | 9% | 3 of 61 | 0% | 24 | accepted challenger | ▼−10Since September 2026: 18% → 9%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning experience platforms | Learning and development | 4% | 6 of 89 | 0% | 9 | under 10 labels · led by 360Learning at 26% | ▲+2Since September 2026: 2% → 5%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Course authoring tools | Learning and development | 4% | 4 of 82 | 0% | 6 | under 10 labels · led by Articulate 360 at 30% | ▲+1Since September 2026: 3% → 4%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Online course libraries | Learning and development | 0% | 22 of 95 | 0% | 3 | under 10 labels · led by Udemy Business at 48% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compliance training | Learning and development | 0% | 39 of 92 | 0% | 1 | under 10 labels · led by Traliant at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Learning management syst | 18% | 9% | ▼−10Since September 2026: 18% → 9%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 3 of 61 |
| Learning experience plat | 2% | 5% | ▲+2Since September 2026: 2% → 5%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 6 of 89 |
| Course authoring tools | 3% | 4% | ▲+1Since September 2026: 3% → 4%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 4 of 82 |
| Online course libraries | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 22 of 95, unchanged |
| Compliance training | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 53 → 39 of 92 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 2 | 4 | 0 | 0 | 6 |
| Perplexity Sonar | 2 | 2 | 1 | 0 | 5 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 3 | 0 | 0 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 2 | 0 | 0 | 4 |
| Kimi K2 | 1 | 3 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“LearnUpon is practically built for the B2B mid-market... Choose LearnUpon if you need a flexible, multi-tenant system to train your staff, partners, and customers” Gemini 3.5 Flash · Learning management syst · paraphrase prompt · first choice
“The Best Overall for B2B: LearnUpon ... My recommendation: Start with a demo of LearnUpon.” Qwen 3.7 Flash · Learning management syst · paraphrase prompt · first choice
“For most mid-market B2B companies, LearnUpon is the strongest all-around recommendation” DeepSeek V4 Flash · Learning management syst · direct prompt · first choice
“LearnUpon or Docebo are often the strongest contenders.” Qwen 3.7 Flash · Course authoring tools · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 90 of the 96 answers that named LearnUpon and are not a share of its labels.
322 of the 322 domain citations in answers naming LearnUpon came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 240 | 7 | 2026-09-21 | ||
| Webinar or virtual event | 41 | 2 | 2026-08-07 | ||
| Case study | 39 | 0 | 2026-06-25 | ||
| News or press | 31 | 5 | 2026-09-01 | ||
| Glossary or explainer | 18 | 2 | 2026-07-24 | ||
| Report or ebook | 13 | 1 | 2026-07-23 | ||
| Conference or event | 7 | 3 | 2026-09-14 | ||
| Comparison | 4 | 1 | 2026-09-10 | ||
| Template or tool | 2 | undated | |||
| Podcast or video | 2 | 1 | 2026-09-09 |
As the event pages on learnupon.com state them, read September 28, 2026.
Every page learnupon.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What LearnUpon's own pages state, read September 28, 2026: learnupon.com, learnupon.com/pricing, learnupon.com/security, learnupon.com/platform, learnupon.com/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when LearnUpon's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as LearnUpon, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for LearnUpon by email, built from the raw record of the edition. It shows:
LearnUpon is among the products AI models recommend first in Learning management systems this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.