| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer education and LMS | Customer | 17% | 3 of 81 | 21% | 47 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 2 | 1 | 1 | 5 |
| Gemini 3.5 Flash | 2 | 2 | 0 | 1 | 5 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.1 Fast | 2 | 2 | 1 | 0 | 5 |
| Mistral Small | 1 | 0 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 2 | 0 | 2 | 2 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 0 | 0 | 1 | 3 |
| Kimi K2 | 1 | 2 | 1 | 2 | 6 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 1 | 2 | 4 |
Verbatim evidence the judge attached to positive labels.
“Skilljar is one of the most established names in customer education... is a top choice for B2B SaaS companies with dedicated customer education teams.” Claude Haiku 4.5 · Customer education · direct prompt · first choice
“Historically the undisputed "gold standard" for external B2B training... 👉 Choose Skilljar. Its integration depth ... are unmatched.” Gemini 3.5 Flash · Customer education · direct prompt · first choice
“For most mid-market B2B companies, Skilljar, WorkRamp, or Northpass (if using Gainsight) would be the strongest choices” MiniMax M2.5 · Customer education · direct prompt · first choice
“The category leader for dedicated customer education, purpose-built for companies running a branded external academy” Claude Haiku 4.5 · Customer education · comparative 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.
“Enterprise platforms (Skilljar, Thought Industries, Docebo): Start at $25,000+/year” Kimi K2 · Customer education · budget prompt · hard negative
“Avoid expensive enterprise-only tools like Gainsight/Skilljar-style platforms” GPT-5.4 mini · Customer education · budget prompt · hard negative
“Avoid enterprise tools (Skilljar, Docebo, LearnUpon, Thought Industries)” DeepSeek V4 Flash · Customer education · budget prompt · hard negative
“Skilljar | Limited reporting, steep learning curve, cumbersome quiz management, basic analytics, email customization limits” MiniMax M2.5 · Customer education · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 22 of the 140 answers that named Skilljar and are not a share of its labels.
Ninety-eight of the ninety-eight domain citations in answers naming Skilljar came from somebody else's page.
Pages are listed as the models cited 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 Skilljar'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 Skilljar, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at skilljar.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.