3 categories · Ranked7shifts
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Workforce scheduling | Core HR and payroll | 0% | 20 of 94 | 25% | 12 | criticized challenger |
| Frontline employee apps | Onboarding and employee experience | 0% | 20 of 97 | 0% | 6 | under 10 labels · led by Connecteam at 56% |
| Workforce management suites | Core HR and payroll | 0% | 17 of 95 | 0% | 4 | under 10 labels · led by ADP Workforce Now at 19% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 2 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“If your business is hospitality-focused, 7shifts is specialized to handle the unique quirks of food service” Qwen 3.7 Flash · Workforce scheduling · budget prompt · alternative
“best only if you're a restaurant... but its pricing is higher than the most budget-friendly options” GPT-5.4 mini · Workforce scheduling · budget prompt · alternative
“includes Findmyshift, Homebase, Sling, 7shifts, and Connecteam, all of which have free plans” Llama 4 Maverick · Workforce scheduling · budget prompt · alternative
“require agile, mobile-first, and highly intuitive scheduling tools (like Deputy or 7shifts)” Gemini 3.5 Flash · Workforce management sui · negative prompt · alternative
And against it
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.
“What to avoid... 7shifts \u2014 unless you're in hospitality/restaurants” DeepSeek V4 Flash · Workforce scheduling · paraphrase prompt · hard negative
“Employee Scheduling Tools (7shifts, HotSchedules, When I Work)... Why caution: These store highly sensitive HR data” DeepSeek V4 Flash · Workforce scheduling · negative prompt · soft negative
“7shifts for restaurants, but pricier at $40/location” Grok 4.1 Fast · Workforce scheduling · budget prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 55 of the 67 answers that named 7shifts and are not a share of its labels.
Domains cited
191 of the 191 domain citations in answers naming 7shifts came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Claim this page
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 7shifts'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 7shifts, 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 7shifts.com is approved on the spot, any other address is reviewed by hand.
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