| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning management systems | Learning and development | 4% | 6 of 61 | 12% | 40 | accepted challenger | ▼−2Since September 2026: 5% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning experience platforms | Learning and development | 2% | 8 of 89 | 30% | 44 | criticized challenger | ▼−9Since September 2026: 11% → 2%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Course authoring tools | Learning and development | 2% | 17 of 82 | 25% | 4 | under 10 labels · led by Articulate 360 at 30% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compliance training | Learning and development | 0% | 22 of 92 | 0% | 6 | 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. |
| Online course libraries | Learning and development | 0% | 78 of 95 | 50% | 4 | 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. |
| Skills intelligence | Performance and talent management | 0% | 36 of 127 | 0% | 4 | under 10 labels · led by Skills Base at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Talent intelligence | Performance and talent management | 0% | 36 of 90 | 0% | 1 | under 10 labels · led by Pin at 27% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Learning experience plat | 11% | 2% | ▼−9Since September 2026: 11% → 2%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 8 of 89 |
| Learning management syst | 5% | 2% | ▼−2Since September 2026: 5% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 6 of 61 |
| Course authoring tools | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 28 → 17 of 82 |
| 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 26 → 22 of 92 |
| 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 20 → 78 of 95 |
| Skills intelligence | 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 31 → 36 of 127 |
| Talent intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 90, unchanged |
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 | 2 | 1 | 5 |
| GPT-5.4 mini | 0 | 5 | 1 | 0 | 6 |
| Gemini 3.5 Flash | 0 | 5 | 1 | 4 | 10 |
| Perplexity Sonar | 0 | 2 | 2 | 1 | 5 |
| Grok 4.1 Fast | 0 | 5 | 5 | 1 | 11 |
| Mistral Small | 0 | 1 | 6 | 2 | 9 |
| DeepSeek V4 Flash | 0 | 4 | 1 | 3 | 8 |
| Llama 4 Maverick | 0 | 1 | 5 | 0 | 6 |
| Qwen 3.7 Flash | 2 | 5 | 1 | 2 | 10 |
| Kimi K2 | 0 | 4 | 1 | 5 | 10 |
| GLM 4.7 FlashX | 2 | 4 | 1 | 0 | 7 |
| MiniMax M2.5 | 0 | 2 | 2 | 2 | 6 |
| GPT-6 Luna | 0 | 5 | 1 | 0 | 6 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“1. Docebo * Best for: Mid-market and enterprise organizations looking for a comprehensive LMS for employee training and compliance” Muse Glimmer 30B · Learning management syst · direct prompt · first choice
“Start with Docebo or TalentLMS - both have strong mid-market focus” GLM 4.7 FlashX · Learning management syst · direct prompt · first choice
“Docebo is widely considered the market leader in the LXP space.” GLM 4.7 FlashX · Learning experience plat · comparative 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.
“avoiding enterprise-heavy options like Docebo (custom quotes ~$25K+/yr)” Grok 4.1 Fast · Course authoring tools · paraphrase prompt · hard negative
“Frequently cautioned against” DeepSeek V4 Flash · Learning experience plat · negative prompt · hard negative
“These platforms are the gold standards for massive global enterprises, but they present major roadblocks for smaller or leaner teams.” Gemini 3.5 Flash · Learning experience plat · negative prompt · soft negative
“Docebo is feature-rich and highly configurable, though that depth comes with a corresponding administrative learning curve” Claude Haiku 4.5 · Learning experience plat · comparative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 351 of the 373 answers that named Docebo and are not a share of its labels.
901 of the 1,062 domain citations in answers naming Docebo 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 | 420 | 11 | 2026-09-22 | ||
| News or press | 269 | 0 | 2026-04-21 | ||
| Webinar or virtual event | 212 | 3 | 2026-08-19 | ||
| Case study | 57 | 4 | 2026-09-21 | ||
| Comparison | 56 | 2 | 2026-09-22 | ||
| Conference or event | 41 | 0 | 2024-11-26 | ||
| Template or tool | 26 | 0 | 2025-08-05 | ||
| Report or ebook | 25 | 0 | 2026-04-07 | ||
| Glossary or explainer | 11 | 0 | 2026-06-08 | ||
| Podcast or video | 2 | 0 | 2023-01-06 |
As the event pages on docebo.com state them, read September 28, 2026.
Every page docebo.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 Docebo's own pages state, read September 28, 2026: docebo.com, docebo.com/pricing, trust.docebo.com, docebo.com/solutions, docebo.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 Docebo'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 Docebo, 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 Docebo by email, built from the raw record of the edition. It shows: