| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Security awareness training | Security operations | 0% | 65 of 65 | 100% | 4 | under 10 labels · led by KnowBe4 at 42% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
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.
“Avoid Nimblr Security Awareness – its user feedback highlights spam-filter interference, shallow reporting, limited customization, and a lack of engagement.” GLM 4.7 FlashX · Awareness training · negative prompt · hard negative
“Nimblr has accumulated consistent criticism on platforms like G2 regarding its stability and engagement levels.” Qwen 3.7 Flash · Awareness training · negative prompt · hard negative
“Reviews highlight repetitive phishing emails, spam issues with false positives, inadequate reporting, and a lack of user-friendly features” Mistral Small · Awareness training · negative prompt · soft negative
“users note limited customization and some phishing/email/reporting issues, so it may be a mismatch” GPT-5.4 mini · Awareness training · 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 4 of the 4 answers that named Nimblr Security Awareness and are not a share of its labels.
Twenty-two of the twenty-two domain citations in answers naming Nimblr Security Awareness 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 Nimblr Security Awareness'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 Nimblr Security Awareness, 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 nimblrsecurity.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.