# Connecteam: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 247 judge labels across 18 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/connecteam

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 62% | 1 | 0% | 57 |
| [Employee onboarding](https://www.gane.ai/index/hr/experience/employee-onboarding/index.md) | 10% | 3 | 0% | 16 |
| [Internal communications and intranet](https://www.gane.ai/index/hr/experience/internal-communications-and-intranet/index.md) | 9% | 5 | 0% | 16 |
| [Workforce management suites](https://www.gane.ai/index/hr/core/workforce-management-suites/index.md) | 7% | 5 | 4% | 23 |
| [Leave and absence management](https://www.gane.ai/index/hr/core/leave-and-absence-management/index.md) | 4% | 7 | 0% | 8 |
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 4% | 10 | 0% | 6 |
| [Workforce planning](https://www.gane.ai/index/hr/planning/workforce-planning/index.md) | 4% | 8 | 8% | 13 |
| [Learning management systems](https://www.gane.ai/index/hr/learning/learning-management-systems/index.md) | 2% | 8 | 0% | 10 |
| [Workforce scheduling](https://www.gane.ai/index/hr/core/workforce-scheduling/index.md) | 2% | 6 | 2% | 40 |
| [Time and attendance](https://www.gane.ai/index/hr/core/time-and-attendance/index.md) | 2% | 10 | 0% | 40 |
| [Employee monitoring](https://www.gane.ai/index/hr/planning/employee-monitoring/index.md) | 0% | 23 | 0% | 5 |
| [Recognition and rewards](https://www.gane.ai/index/hr/experience/recognition-and-rewards/index.md) | 0% | 21 | 0% | 3 |
| [Employee engagement surveys](https://www.gane.ai/index/hr/experience/employee-engagement-surveys/index.md) | 0% | 24 | 0% | 2 |
| [HR compliance and policy management](https://www.gane.ai/index/hr/core/hr-compliance-and-policy-management/index.md) | 0% | 88 | 50% | 2 |
| [HRIS and HCM platforms](https://www.gane.ai/index/hr/core/hris-and-hcm-platforms/index.md) | 0% | 19 | 0% | 2 |
| [Learning experience platforms](https://www.gane.ai/index/hr/learning/learning-experience-platforms/index.md) | 0% | 25 | 0% | 2 |
| [HR help desk and case management](https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/index.md) | 0% | 51 | 0% | 1 |
| [Staffing agency platforms](https://www.gane.ai/index/hr/talent/staffing-agency-platforms/index.md) | 0% | 72 | 0% | 1 |

## What the models said for it

- "For a mostly frontline workforce, start with Connecteam: schedules, time clock and updates in one mobile app, free with full features up to 10 users." (Claude Haiku 4.5, Frontline employee apps)
- "I'd recommend starting with Connecteam's free plan if you have 10 or fewer employees, as it offers the most comprehensive feature set at no cost." (Kimi K2, Workforce planning)
- "Connecteam stands out for its generous free tier and modular approach... Connecteam offers the most accessible entry point with its free tier" (MiniMax M2.5, Frontline employee apps)
- "The best frontline employee communication app for a company with a limited budget is Connecteam, as it offers a free plan with full features" (Llama 4 Maverick, Frontline employee apps)

## And against it

- "Do not use employee shift-management software for general calendar scheduling" (Qwen 3.7 Flash, Workforce scheduling)
- "Strong on time‑clock / overtime enforcement, but weak on reporting or audit‑trail features for broader compliance" (GLM 4.7 FlashX, HR compliance)
- "not designed to replace the HR department for salaried employee benefits" (Claude Haiku 4.5, Workforce management sui)
- "Not a strategic planning tool." (DeepSeek V4 Flash, Workforce planning)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 3 | 7 | 2 | 1 | 13 |
| GPT-5.4 mini | 3 | 7 | 1 | 0 | 11 |
| Gemini 3.5 Flash | 9 | 8 | 0 | 0 | 17 |
| Perplexity Sonar | 5 | 11 | 2 | 0 | 18 |
| Grok 4.20 | 5 | 13 | 4 | 0 | 22 |
| Mistral Small | 5 | 5 | 2 | 0 | 12 |
| DeepSeek V4 Flash | 5 | 12 | 6 | 1 | 24 |
| Llama 4 Maverick | 3 | 5 | 9 | 0 | 17 |
| Qwen 3.7 Flash | 6 | 11 | 1 | 1 | 19 |
| Kimi K2 | 7 | 8 | 5 | 0 | 20 |
| GLM 4.7 FlashX | 3 | 17 | 5 | 1 | 26 |
| MiniMax M2.5 | 5 | 7 | 7 | 0 | 19 |
| GPT-6 Luna | 3 | 5 | 0 | 0 | 8 |
| Muse Glimmer 30B | 3 | 10 | 8 | 0 | 21 |

## Sources returned with these answers

The sites and pages cited by the answers that named Connecteam, from 693 of the 718 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 250
- peoplemanagingpeople.com: 201
- forbes.com: 192
- softwareadvice.com: 181
- g2.com: 170
- leadchangegroup.com: 162
- firsthr.app: 135
- fitsmallbusiness.com: 128
- connecteam.com: 123 (its own site)
- guideflow.com: 109

### Pages cited

- https://mangoapps.com/articles/frontline-communication-platforms-guide: 60
- https://connecteam.com/pricing: 52
- https://forbes.com/advisor/business/software/best-employee-scheduling-software: 43
- https://hrtechsaas.com/blog/best-frontline-workforce-communication-apps: 42
- https://fitsmallbusiness.com/best-workforce-management-software: 40
- https://operandio.com/frontline-worker-communication-platform: 39
- https://learningrevolution.net/learning-management-system-for-small-business: 38
- https://mangoapps.com/articles/best-frontline-communication-software: 37

## In its own words

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

- Positioning: The World's #1 Employee Management App (https://connecteam.com/)
- For: frontline teams (https://connecteam.com/)
- Price stated: Pay only for what you need. Under 10 employees? Enjoy full access 100% free! (https://connecteam.com/)
- Starting price: 0 (https://connecteam.com/)
- Free plan or trial: Under 10 employees? Enjoy full access 100% free! (https://connecteam.com/)
- Certifications: ISO 27001, SOC 2, HIPAA
- Customers named: Visiting Angels, HAP, Hempies, Fundaes, Happy Paws, F45, Dog Drop

## What it publishes

Every page connecteam.com exposes, read 2026-09-29: 3428 addresses. By kind, pages and the last 90 days:

- blog: 701 pages, 4 in the last 90 days, latest 2026-09-22
- case study: 73 pages, 14 in the last 90 days, latest 2026-08-09
- webinar or virtual event: 10 pages, 0 in the last 90 days, latest 2025-09-09
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 11 pages, 2 in the last 90 days, latest 2026-08-31
- comparison: 172 pages, 1 in the last 90 days, latest 2026-07-13
- template or tool: 239 pages, 1 in the last 90 days, latest 2026-09-07
- glossary or explainer: 70 pages, 1 in the last 90 days, latest 2026-07-28
- podcast or video: 11 pages, 0 in the last 90 days, latest 2023-02-20
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: E what is workforce scheduling https://connecteam.com/e-what-is-workforce-scheduling
- Recent: 2026-09-16 blog: Best engineering staff scheduling software https://connecteam.com/best-engineering-staff-scheduling-software
- Recent: 2026-09-16 blog: Best hotel staff scheduling software https://connecteam.com/best-hotel-staff-scheduling-software
- Recent: 2026-09-07 template or tool: Digital Forms & Checklist App for Employees - Try it 100% Free | Connecteam https://connecteam.com/forms-checklist-app
- Recent: 2026-08-31 report or ebook: E employee time theft statistics https://connecteam.com/research/e-employee-time-theft-statistics
- Recent: 2026-08-19 report or ebook: E state of frontline ai https://connecteam.com/research/e-state-of-frontline-ai

## 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.