| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Time and attendance | Core HR and payroll | 4% | 10 of 90 | 6% | 17 | accepted challenger |
| Workforce management suites | Core HR and payroll | 0% | 48 of 95 | 0% | 1 | under 10 labels · led by ADP Workforce Now at 19% |
| Workforce scheduling | Core HR and payroll | 0% | 72 of 94 | 0% | 1 | under 10 labels · led by Deputy at 26% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 2 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“The safest approach is to choose a modern, cloud-based system with strong third-party reviews (like TSheets/QuickBooks Time, Deputy, or Buddy Punch)” DeepSeek V4 Flash · Time and attendance · negative prompt · first choice
“I would recommend QuickBooks Time if your priority is dependable employee time tracking with payroll-friendly workflows” Perplexity Sonar · Time and attendance · paraphrase prompt · first choice
“For most mid‑sized B2B firms, ClickTime and QuickBooks Time are strong first choices.” GLM 4.7 FlashX · Time and attendance · paraphrase prompt · first choice
“QuickBooks Time is ideal if you want seamless integration with your existing accounting software.” Mistral Small · Time and attendance · paraphrase 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.
“Usually more expensive than the others, so better if integration matters a lot” GPT-5.4 mini · Time and attendance · budget 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 47 of the 61 answers that named QuickBooks Time and are not a share of its labels.
188 of the 188 domain citations in answers naming QuickBooks Time 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 QuickBooks Time'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 QuickBooks Time, 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 quickbooks.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.