# Workforce scheduling for small business buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "employee scheduling software" and as "shift scheduling tool", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/core/workforce-scheduling/2026-09/smb

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/core/workforce-scheduling/smb/index.md

**Standing:** Homebase leads with 43% of first choices; verdict clear leader. 42 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Homebase](https://www.gane.ai/index/hr/vendors/homebase/index.md) | 43% | 2% | 51 |
| 2 | [Connecteam](https://www.gane.ai/index/hr/vendors/connecteam/index.md) | 38% | 2% | 42 |
| 3 | [Sling](https://www.gane.ai/index/hr/vendors/sling/index.md) | 12% | 0% | 31 |
| 4 | [When I Work](https://www.gane.ai/index/hr/vendors/when-i-work/index.md) | 7% | 9% | 46 |
| 5 | [Deputy](https://www.gane.ai/index/hr/vendors/deputy/index.md) | 0% | 6% | 36 |
| 6 | [Calendly](https://www.gane.ai/index/hr/vendors/calendly/index.md) | 0% | 11% | 18 |
| 7 | [7shifts](https://www.gane.ai/index/hr/vendors/7shifts/index.md) | 0% | 19% | 21 |

Rank is by share of first choices among all 85 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Connecteam, Homebase; alternatives Deputy, When I Work
- GPT-5.4 mini: Connecteam; alternatives Deputy
- Gemini 3.5 Flash: Connecteam; alternatives Calendly, Chili Piper, Float, Resource Guru
- Perplexity Sonar: Connecteam; alternatives Buddy Punch, Deputy, Homebase, When I Work
- Grok 4.20: Connecteam; alternatives Homebase
- Mistral Small: Connecteam; alternatives Deputy, Homebase, When I Work
- DeepSeek V4 Flash: Connecteam; alternatives Buddy Punch, Homebase, When I Work
- Llama 4 Maverick: Connecteam; alternatives Deputy, When I Work
- Qwen 3.7 Flash: When I Work; alternatives Calendly, Gusto, QuickBooks Time
- Kimi K2: Connecteam, Homebase; alternatives Sling, When I Work
- GLM 4.7 FlashX: Sling; alternatives Deputy, Homebase, When I Work, ZoomShift
- MiniMax M2.5: no first choice

## Sources the answers cite

62 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- joinhomebase.com: 44 answers, 82 citations
- connecteam.com: 37 answers, 62 citations
- capterra.com: 36 answers, 49 citations
- zapier.com: 33 answers, 34 citations
- peoplemanagingpeople.com: 27 answers, 33 citations
- shifton.com: 25 answers, 26 citations
- forbes.com: 23 answers, 23 citations
- buddypunch.com: 15 answers, 16 citations

Pages named in the most answers:

- https://zapier.com/blog/best-employee-scheduling-software (32 answers)
- https://shifton.com/blog/best-employee-scheduling-software-small-business (25 answers)
- https://capterra.com/resources/best-employee-scheduling-software-for-small-business (23 answers)
- https://connecteam.com/online-employee-scheduling-apps (22 answers)
- https://joinhomebase.com/blog/best-employee-scheduling-apps (22 answers)
- https://forbes.com/advisor/business/software/best-employee-scheduling-software (20 answers)
- https://connecteam.com/scheduling-software-small-business (19 answers)
- https://peoplemanagingpeople.com/tools/best-employee-scheduling-software-for-small-business (16 answers)
- https://buddypunch.com/blog/employee-scheduling-software (14 answers)
- https://joinhomebase.com/blog/best-employee-scheduling-software (14 answers)

## Warned against

- 7shifts: 4 of 21 labels negative. "I'd steer away from restaurant-specific platforms like 7shifts, HotSchedules, and Toast Scheduling" (DeepSeek V4 Flash, direct prompt)
- Acuity Scheduling: 3 of 7 labels negative. "flagged for glitches (app instability, frequent logouts, slow refreshes), no free tier, and steep pricing" (Grok 4.20, negative prompt)
- When I Work: 4 of 46 labels negative. "When I Work is worth a look, but it can be less feature-rich and may require more manual work than the others" (GPT-5.4 mini, direct prompt)
- Vagaro: 2 of 2 labels negative. "service-based avoid Vagaro" (Grok 4.20, negative prompt)

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/hr.