# Frontline Education: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/frontline-education

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Frontline employee apps](https://www.gane.ai/index/hr/experience/frontline-employee-apps/index.md) | 0% | 105 | 100% | 4 |

## And against it

- "Frontline Education - data security incident exposed user information (August 2026)" (GLM 4.7 FlashX, Frontline employee apps)
- "Frontline Education suffered a data breach involving exposed personal information (including Social Security numbers, home addresses, and emails)." (Gemini 3.5 Flash, Frontline employee apps)
- "Frontline Apps to Be Cautious About ... Frontline Education (Absence Management) ... Data sharing with third parties" (Kimi K2, Frontline employee apps)
- "experienced a significant data breach in August 2026" (DeepSeek V4 Flash, Frontline employee apps)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Frontline Education, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- apps.apple.com: 3
- reddit.com: 3
- arxiv.org: 2
- citizenlab.ca: 2
- esc9.net: 2
- mcafee.com: 2
- play.google.com: 2
- polymerhq.io: 2
- speakap.com: 2
- theemployeeapp.com: 2

### Pages cited

- https://apps.apple.com/us/app/frontline-apps/id1581637553: 2
- https://citizenlab.ca/research/unmasked-covid-kaya-and-the-exposure-of-healthcare-worker-data-in-the-philippines: 2
- https://esc9.net/84609: 2
- https://mcafee.com/blogs/security-news/frontline-education-data-breach: 2
- https://play.google.com/store/apps/details: 2
- https://polymerhq.io/blog/how-to-mitigate-the-security-risks-of-frontline-saas-apps: 2
- https://reddit.com/r/privacy/comments/rbd4by/new_app_being_used_at_work_for_clockinclockout: 2
- https://theemployeeapp.com/blog/how-can-mobile-apps-enhance-frontline-employee-safety: 2

## In its own words

What Frontline Education's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: K-12 school administration software (https://frontlineeducation.com/)
- For: strategic K-12 leaders (https://frontlineeducation.com/)
- Free plan or trial: the Frontline mobile app is complimentary for your administrators, staff, and substitutes (https://www.frontlineeducation.com/solutions/absence-time/hr-resource-center)
- Customers named: Fairfax School District, Clear Lake Schools, School City of Hobart, East Hanover, Lufkin ISD, Zionsville Community Schools, Nacogdoches ISD, Sayreville Public Schools

## What it publishes

Every page frontlineeducation.com exposes, read 2026-09-29: 1956 addresses. By kind, pages and the last 90 days:

- blog: 1040 pages, 5 in the last 90 days, latest 2026-09-28
- case study: 197 pages, 1 in the last 90 days, latest 2026-07-13
- webinar or virtual event: 144 pages, 14 in the last 90 days, latest 2026-09-28
- conference or event: 15 pages, 0 in the last 90 days, latest 2026-05-05
- report or ebook: 31 pages, 4 in the last 90 days, latest 2026-09-25
- comparison: 6 pages, 0 in the last 90 days, latest 2023-11-16
- template or tool: 14 pages, 0 in the last 90 days, latest 2026-05-12
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- podcast or video: 40 pages, 0 in the last 90 days, latest 2024-07-09
- news or press: 120 pages, 0 in the last 90 days, latest 2026-04-22
- Recent: 2026-09-28 blog: Asset audit readiness inventory help desk https://www.frontlineeducation.com/asset-audit-readiness-inventory-help-desk/
- Recent: 2026-09-28 webinar or virtual event: Shars 360 random moment time study then now https://www.frontlineeducation.com/webinars/shars-360-random-moment-time-study-then-now/
- Recent: 2026-09-28 webinar or virtual event: Document once cover it all streamlining general compliance and medicaid reimbursement https://www.frontlineeducation.com/webinars/document-once-cover-it-all-streamlining-general-compliance-and-medicaid-reimbursement/
- Recent: 2026-09-25 report or ebook: Teacher absence management checklist https://www.frontlineeducation.com/ebook/teacher-absence-management-checklist
- Recent: 2026-09-18 report or ebook: The big picture of teacher absenteeism empty classrooms https://www.frontlineeducation.com/ebook/the-big-picture-of-teacher-absenteeism-empty-classrooms
- Recent: 2026-09-18 webinar or virtual event: Hiring retention fill rates a data driven sub strategy https://www.frontlineeducation.com/webinars/hiring-retention-fill-rates-a-data-driven-sub-strategy

## 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.