| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning management systems | Learning and development | 51% | 1 of 61 | 2% | 58 | endorsed leader | ▲+3Since September 2026: 48% → 51%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning experience platforms | Learning and development | 14% | 3 of 89 | 0% | 25 | accepted challenger | ▲+5Since September 2026: 9% → 14%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compliance training | Learning and development | 14% | 2 of 92 | 0% | 24 | accepted challenger | ▼−4Since September 2026: 15% → 11%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Online course libraries | Learning and development | 8% | 3 of 95 | 0% | 11 | accepted challenger | ▲+1Since September 2026: 8% → 9%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Course authoring tools | Learning and development | 2% | 15 of 82 | 17% | 6 | under 10 labels · led by Articulate 360 at 30% | ▼−1Since September 2026: 3% → 2%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Coaching platforms | Learning and development | 2% | 18 of 128 | 33% | 3 | under 10 labels · led by Growthspace at 20% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 83 of 127 | 0% | 1 | 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. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Learning experience plat | 9% | 14% | ▲+5Since September 2026: 9% → 14%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 3 of 89 |
| Compliance training | 15% | 11% | ▼−4Since September 2026: 15% → 11%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 2 of 92 |
| Learning management syst | 48% | 51% | ▲+3Since September 2026: 48% → 51%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 61, unchanged |
| Coaching platforms | 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 57 → 18 of 128 |
| Course authoring tools | 3% | 2% | ▼−1Since September 2026: 3% → 2%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 15 of 82 |
| Online course libraries | 8% | 9% | ▲+1Since September 2026: 8% → 9%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 of 95, unchanged |
| 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 66 → 83 of 127 |
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 | 3 | 3 | 3 | 0 | 9 |
| GPT-5.4 mini | 2 | 3 | 1 | 0 | 6 |
| Gemini 3.5 Flash | 1 | 9 | 0 | 0 | 10 |
| Perplexity Sonar | 3 | 5 | 2 | 0 | 10 |
| Grok 4.1 Fast | 6 | 3 | 3 | 2 | 14 |
| Mistral Small | 3 | 2 | 5 | 0 | 10 |
| DeepSeek V4 Flash | 3 | 6 | 0 | 0 | 9 |
| Llama 4 Maverick | 3 | 1 | 5 | 0 | 9 |
| Qwen 3.7 Flash | 4 | 4 | 2 | 0 | 10 |
| Kimi K2 | 4 | 4 | 1 | 1 | 10 |
| GLM 4.7 FlashX | 5 | 3 | 1 | 0 | 9 |
| MiniMax M2.5 | 3 | 3 | 2 | 0 | 8 |
| GPT-6 Luna | 3 | 3 | 0 | 0 | 6 |
| Muse Glimmer 30B | 3 | 5 | 0 | 0 | 8 |
Verbatim evidence the judge attached to positive labels.
“For most small to medium companies on a tight budget: Start with the free tier of TalentLMS, Zoho Learn, ProProfs Training Maker, or Coursebox” GLM 4.7 FlashX · Learning management syst · budget prompt · first choice
“TalentLMS - Known for its ease of use, transparent pricing, and support for employee onboarding, compliance training, and skills tracking.” Llama 4 Maverick · Learning management syst · paraphrase prompt · first choice
“Start with TalentLMS if you want the best balance of features, ease of use, and transparent pricing for a mid-market B2B company.” Kimi K2 · Learning management syst · direct prompt · first choice
“TalentLMS is the most-cited affordable all-rounder for small teams."TalentLMS is the strongest all-round pick under forty people"” Muse Glimmer 30B · Compliance training · budget 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.
“Skip pure LMS like TalentLMS/Docebo unless you need hosting/delivery too” Grok 4.1 Fast · Course authoring tools · paraphrase prompt · hard negative
“Limitations: Limited automation, lacks SOC-2 compliance, basic reporting features” Kimi K2 · Learning management syst · comparative prompt · soft negative
“have free tiers for training ... but they're less specialized for live 1:1 coaching” Grok 4.1 Fast · Coaching platforms · budget 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 348 of the 365 answers that named TalentLMS and are not a share of its labels.
949 of the 1,124 domain citations in answers naming TalentLMS 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 | 840 | 16 | 2026-09-24 | ||
| Report or ebook | 117 | undated | |||
| Webinar or virtual event | 52 | 6 | 2026-09-23 | ||
| Podcast or video | 39 | 0 | 2024-01-11 | ||
| Case study | 36 | undated | |||
| Comparison | 21 | 1 | 2026-08-12 | ||
| Glossary or explainer | 8 | 0 | 2024-10-25 | ||
| Template or tool | 4 | 0 | 2025-02-11 | ||
| News or press | 1 | undated |
Every page talentlms.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 TalentLMS's own pages state, read September 28, 2026: talentlms.com, talentlms.com/security, talentlms.com/platform, talentlms.com/customers, talentlms.com/integrations. 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 TalentLMS'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 TalentLMS, 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 TalentLMS by email, built from the raw record of the edition. It shows:
AI models recommend TalentLMS 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.
TalentLMS is among the products AI models recommend first in Learning experience platforms 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.
TalentLMS is among the products AI models recommend first in Compliance training 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.
TalentLMS is among the products AI models recommend first in Online course libraries 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.