| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Compliance training | Learning and development | 22% | 1 of 92 | 3% | 39 | accepted challenger | ▼−4Since September 2026: 22% → 18%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Compliance training | 22% | 18% | ▼−4Since September 2026: 22% → 18%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 92, 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 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 2 | 0 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 0 | 4 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.1 Fast | 1 | 2 | 2 | 0 | 5 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 2 | 0 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 0 | 2 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“Traliant is the gold standard for US harassment training content and state-specific compliance.” Muse Glimmer 30B · Compliance training · paraphrase prompt · first choice
“I'd recommend Traliant as a strong top choice for harassment prevention training” Grok 4.1 Fast · Compliance training · paraphrase prompt · first choice
“I'd recommend Traliant as your top choice for a mid-sized B2B company” GLM 4.7 FlashX · Compliance training · paraphrase prompt · first choice
“My recommendation: Start with a demo from Traliant if budget allows” Qwen 3.7 Flash · Compliance training · 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.
“one commenter said "Traliant is completely worthless." ... criticism about dated videos and a clunky admin platform” Muse Glimmer 30B · Compliance training · negative 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 108 of the 108 answers that named Traliant and are not a share of its labels.
357 of the 423 domain citations in answers naming Traliant 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 | 889 | 5 | 2026-09-25 | Compliance training | |
| News or press | 208 | 4 | 2026-09-16 | Compliance training | |
| Webinar or virtual event | 59 | 0 | 2023-12-18 | ||
| Glossary or explainer | 25 | 0 | 2026-03-24 | ||
| Case study | 22 | 1 | 2026-09-15 | ||
| Report or ebook | 10 | 0 | 2023-06-29 | ||
| Conference or event | 9 | 0 | 2026-01-15 | Compliance training | |
| Podcast or video | 9 | 0 | 2023-06-20 | ||
| Comparison | 6 | 0 | 2026-03-19 |
Every page traliant.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 Traliant's own pages state, read September 28, 2026: traliant.com, traliant.com/pricing-2, trust.traliant.com, traliant.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 Traliant'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 Traliant, 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 Traliant by email, built from the raw record of the edition. It shows:
AI models recommend Traliant 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.
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.