# Vrbo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/vrbo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate travel management](https://www.gane.ai/index/finance/spend/corporate-travel-management/index.md) | 0% | 81 | 100% | 2 |

## And against it

- "Vacation rental agencies can be risky due to inconsistent quality control, hidden fees, and potential for fraudulent listings." (Mistral Small, Corporate travel managem)
- "(and their subsidiaries like Hotels.com, Orbitz, or Vrbo)" (Grok 4.20, Corporate travel managem)

## 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 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| 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 Vrbo, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- economictimes.indiatimes.com: 2
- consumeraffairs.com: 1
- gane.ai/index: 1
- moneyland.ch: 1
- reddit.com: 1
- travelawaits.com: 1
- trustpilot.com: 1
- wildabouttravel.boardingarea.com: 1

### Pages cited

- https://economictimes.indiatimes.com/nri/visit/its-almost-2024-and-travelers-keep-making-the-same-mistakes/articleshow/106264759.cms: 2
- https://consumeraffairs.com/travel/tripadvisor.html: 1
- https://www.gane.ai/index/finance/spend/corporate-travel-management/enterprise: 1
- https://moneyland.ch/en/travel-scams-fraud-theft: 1
- https://reddit.com/r/TravelHacks/comments/1ljcgif/poor_people_of_reddit_what_third_party_companies: 1
- https://travelawaits.com/3028559/third-party-booking-platforms-with-the-best-ratings-via-trustpilot: 1
- https://trustpilot.com/review/goibibo.com: 1
- https://trustpilot.com/review/traveltriangle.com: 1

## Record

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