| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning experience platforms | Learning and development | 18% | 2 of 89 | 0% | 20 | accepted challenger | ▲+3Since September 2026: 15% → 18%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Online course libraries | Learning and development | 2% | 6 of 95 | 0% | 5 | under 10 labels · led by Udemy Business at 48% | ▼−2Since September 2026: 5% → 3%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning management systems | Learning and development | 2% | 8 of 61 | 0% | 5 | under 10 labels · led by TalentLMS at 51% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Coaching platforms | Learning and development | 0% | 102 of 128 | 100% | 1 | under 10 labels · led by Growthspace at 20% | =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 | 15% | 18% | ▲+3Since September 2026: 15% → 18%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 2 of 89 |
| Learning management syst | 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 15 → 8 of 61 |
| Online course libraries | 5% | 3% | ▼−2Since September 2026: 5% → 3%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 6 of 95 |
| Coaching platforms | 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 88 → 102 of 128 |
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 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 1 | 1 | 1 | 1 | 4 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 2 | 0 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 2 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“For the tightest budget, start with GoSkills or TalentLMS - both offer free plans or very affordable entry points.” MiniMax M2.5 · Learning experience plat · budget prompt · first choice
“GoSkills and TalentLMS are frequently cited as the top choices for companies with limited budgets.” Qwen 3.7 Flash · Learning experience plat · budget prompt · first choice
“For a limited budget the platform that is consistently called out for small-business LXP use is GoSkills.” Muse Glimmer 30B · Learning experience plat · budget prompt · first choice
“I'd recommend GoSkills as a strong starting point among Learning Experience Platforms (LXPs)” Grok 4.1 Fast · Learning experience plat · 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.
“have free tiers for training (unlimited learners on GoSkills) ... 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 141 of the 141 answers that named GoSkills and are not a share of its labels.
406 of the 532 domain citations in answers naming GoSkills 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 | 633 | undated | Employee onboarding, Learning experience plat | ||
| Comparison | 31 | 0 | 2026-05-20 | ||
| Glossary or explainer | 13 | 0 | 2026-02-21 | Learning experience plat | |
| Podcast or video | 12 | undated | |||
| Case study | 3 | undated | Compliance training, Employee onboarding | ||
| Conference or event | 3 | 0 | 2026-05-19 | ||
| Template or tool | 2 | undated | |||
| News or press | 2 | 0 | 2026-05-19 | ||
| Report or ebook | 1 | undated |
Every page goskills.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 GoSkills's own pages state, read September 28, 2026: goskills.com, trust.goskills.com, goskills.com/resources/business/category/case-studies. 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 GoSkills'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 GoSkills, 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 GoSkills by email, built from the raw record of the edition. It shows:
GoSkills 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.
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.