# Skedulo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/hr/vendors/skedulo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 2% | 7 | 0% | 7 |
| [Workforce scheduling](https://www.gane.ai/index/hr/core/workforce-scheduling/index.md) | 0% | 29 | 0% | 3 |

## What the models said for it

- "Skedulo is the most cited pick for mobile field teams." (Muse Glimmer 30B, Frontline employee apps)
- "Choose Skedulo if the core requirement is sophisticated scheduling and dispatch for field-service workers" (Perplexity Sonar, Frontline employee apps)
- "Designed specifically for mobile workforces (technicians, field service engineers, client auditors)" (Gemini 3.5 Flash, Workforce scheduling)
- "Skedulo (if field-service focused): Optimized for dispatching mobile technicians" (Grok 4.20, Frontline employee apps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Skedulo, from 15 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- guideflow.com: 14
- mangoapps.com: 10
- hrtechsaas.com: 6
- g2.com: 4
- joinblink.com: 4
- oak.com: 4
- sourceforge.net: 4
- capterra.com: 3
- connecteam.com: 3
- dupple.com: 3

### Pages cited

- https://guideflow.com/blog/deskless-workforce-software: 10
- https://mangoapps.com/articles/frontline-communication-platforms-guide: 9
- https://mangoapps.com/articles/best-frontline-communication-software: 6
- https://guideflow.com/blog/mobile-workforce-software: 4
- https://hrtechsaas.com/blog/best-deskless-workforce-management-platforms: 4
- https://dupple.com/learn/best-workforce-management-software: 3
- https://guideflow.com/blog/employee-communications-software: 3
- https://guideflow.com/blog/frontline-worker-software: 3

## In its own words

What Skedulo's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Deskless Productivity and Mobile Workforce Management (https://skedulo.com/)
- For: any company in any industry (https://skedulo.com/)
- Price stated: Demo & pricing (https://skedulo.com/)
- Certifications: CCPA, GDPR, HIPAA, SOC 2
- Customers named: BB Imaging, Hometree, Connexin, Sunrun, Solace Pediatric Home Healthcare, American Red Cross, The John Moriarty Foundation, IDSS

## What it publishes

Every page skedulo.com exposes, read 2026-09-29: 1989 addresses. By kind, pages and the last 90 days:

- blog: 376 pages, 0 in the last 90 days, latest 2026-05-07
- case study: 34 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 30 pages, 0 in the last 90 days, latest undated
- conference or event: 80 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 0 in the last 90 days, latest undated
- template or tool: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 125 pages, 0 in the last 90 days, latest 2026-05-07
- podcast or video: 9 pages, 0 in the last 90 days, latest undated
- news or press: 40 pages, 0 in the last 90 days, latest undated
- Recent: 2026-05-07 glossary or explainer: What is field service management https://www.skedulo.com/what-is-field-service-management/
- Recent: 2026-05-07 blog: Mobile workforce management best practices https://www.skedulo.com/mobile-workforce-management-best-practices/
- Recent: 2026-05-07 blog: The rise of the mobile workforce and deskless workers https://www.skedulo.com/the-rise-of-the-mobile-workforce-and-deskless-workers/

## Record

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