# Frontline: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://hr-ai-index.com/vendors/frontline/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Frontline employee apps | 0% | 96 | 100% | 4 |

## And against it

- "There are significant user complaints, such as a Reddit thread titled "Frontline is terrible," citing issues with third-party access restrictions and overall poor user experience" (Mistral Small, Frontline employee apps)
- "One of the search results mentions that Frontline is "terrible" and has issues with third-party access." (Llama 4 Maverick, Frontline employee apps)
- "the results here mainly show user dissatisfaction and concerns about third-party access, but they do not provide enough reliable evidence to judge the product broadly" (Perplexity Sonar, Frontline employee apps)
- "You should consider avoiding Frontline apps if: 1. You are a micro-business ... exercise extreme caution" (Qwen 3.7 Flash, Frontline employee apps)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.