| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Customer education and LMS | Customer | 23% | 3 of 86 | 11% | 45 | accepted challenger | ▼−9Since September 2026: 33% → 24%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales coaching and training | Sales | 0% | 26 of 124 | 0% | 5 | under 10 labels · led by MindTickle at 24% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales enablement and content | Sales | 0% | 40 of 72 | 0% | 1 | under 10 labels · led by HubSpot Sales Hub at 29% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Customer education | 33% | 24% | ▼−9Since September 2026: 33% → 24%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 → 3 of 86 |
| Sales coaching | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 37 → 26 of 124 |
| Sales enablement | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 40 of 72, 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 11 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 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 1 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 1 | 4 |
| Grok 4.20 | 3 | 1 | 1 | 0 | 5 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 4 | 0 | 1 | 6 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 3 | 0 | 0 | 4 |
| Kimi K2 | 1 | 2 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 3 | 0 | 0 | 4 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 1 | 3 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“TalentLMS – best free LMS for customer training ... Free plan for small usage + affordable paid plans” Muse Glimmer 30B · Customer education · budget prompt · first choice
“Best Overall for SMBs: TalentLMS ... this is widely considered the best budget option” Qwen 3.7 Flash · Customer education · budget prompt · first choice
“The best customer education platform for a company with a limited budget is TalentLMS” Llama 4 Maverick · Customer education · budget prompt · first choice
“Start with TalentLMS if you want to test for free with a small customer base” Kimi K2 · Customer education · 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.
“more often positioned toward SMB/mid-market rather than the most robust enterprise-style customer education stack” Perplexity Sonar · Customer education · direct prompt · soft negative
“lacks advanced assessment builder and advanced course editing tools, with occasional integration setup issues” Claude Haiku 4.5 · Customer education · negative prompt · soft negative
“Less specialized for customer education; fewer customer-specific features like branded academies” DeepSeek V4 Flash · Customer education · direct prompt · soft negative
“lower-tier SMB options (like TalentLMS or Thinkific) may trigger security red flags” Gemini 3.5 Flash · Customer education · direct 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 133 of the 137 answers that named TalentLMS and are not a share of its labels.
456 of the 509 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 | SEO | |
| 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:
TalentLMS is among the products AI models recommend first in Customer education and LMS 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.