# Glassdoor: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/glassdoor

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Review and reputation management](https://www.gane.ai/index/gtm/marketing/review-and-reputation-management/index.md) | 0% | 101 | 100% | 1 |

## And against it

- "Glassdoor faced significant backlash over changes requiring profile verification through full real names and employment history." (Gemini 3.5 Flash, Reviews)

## 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 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Glassdoor, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- alston.com: 1
- builtin.com: 1
- businessabc.net: 1
- businessinsider.com: 1
- capterra.com: 1
- costbench.com: 1
- crazyegg.com: 1
- federalregister.gov: 1
- futurism.com: 1
- g2.com: 1

### Pages cited

- https://alston.com/en/insights/publications/2024/10/ftc-issues-final-rule-on-fake-reviews-testimonials: 1
- https://builtin.com/articles/brand-reputation-management-tools-enterprises: 1
- https://businessabc.net/top-google-review-management-platforms-for-customer-focused-businesses: 1
- https://businessinsider.com/glassdoor-adding-names-profiles-users-deleting-accounts-betrayal-trust-2024-3: 1
- https://capterra.com/reputation-management-software: 1
- https://costbench.com/software/review-management/compare-all: 1
- https://crazyegg.com/blog/best-reputation-management-software: 1
- https://federalregister.gov/documents/2024/08/22/2024-18519/trade-regulation-rule-on-the-use-of-consumer-reviews-and-testimonials: 1

## Record

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