| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Skills intelligence | Performance and talent management | 0% | 161 of 162 | 55% | 11 | criticized challenger |
| Online course libraries | Learning and development | 0% | 21 of 73 | 20% | 10 | accepted challenger |
| Learning experience platforms | Learning and development | 0% | 74 of 80 | 100% | 2 | under 10 labels · led by Learn Amp at 28% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 2 | 4 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Skillshare is budget-friendly for creative skills” Claude Haiku 4.5 · Online course libraries · budget prompt · alternative
“Creative pursuits & community | Skillshare” Kimi K2 · Online course libraries · comparative prompt · alternative
“For Creative Skills → Skillshare” Kimi K2 · Skills intelligence · comparative prompt · alternative
“Creative skills → Skillshare” DeepSeek V4 Flash · Online course libraries · comparative prompt · alternative
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.
“Skillshare - mentioned as a "complete scam" and having numerous glitches, making it difficult to cancel a subscription.” Llama 4 Maverick · Skills intelligence · negative prompt · hard negative
“Hard subscription cancellations, variable/low-quality courses (anyone can upload), worthless certificates. Users call it "predatory."” Grok 4.1 Fast · Skills intelligence · negative prompt · soft negative
“some users advise caution due to inconsistent quality and the potential for misleading marketing” Mistral Small · Skills intelligence · negative prompt · soft negative
“being more cautious with platforms like Skillshare and MasterClass” Perplexity Sonar · Skills intelligence · 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 24 of the 32 answers that named Skillshare and are not a share of its labels.
Sixty of the sixty domain citations in answers naming Skillshare 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 Skillshare'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 Skillshare, 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 skill.re 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.