# TripAdvisor: 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/tripadvisor

## 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% | 80 | 100% | 2 |

## And against it

- "Users have reported concerns that TripAdvisor accepts money to add fake reviews and takes money to remove negative reviews" (Claude Haiku 4.5, Corporate travel managem)
- "Advice is often to use it for research only, not reservations." (Grok 4.20, Corporate travel managem)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 TripAdvisor, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- alternativeto.net: 1
- altexsoft.com: 1
- ca.trustpilot.com: 1
- codemechsolutions.com: 1
- consumeraffairs.com: 1
- economictimes.indiatimes.com: 1
- engine.com: 1
- fortune.com: 1
- frommers.com: 1
- hbr.org: 1

### Pages cited

- https://alternativeto.net/software/betabookings: 1
- https://alternativeto.net/software/tripadvisor: 1
- https://alternativeto.net/software/tripadvisor/about: 1
- https://altexsoft.com/travel-industry-news/what-happens-in-2025-stays-in-2026-travel-forecast: 1
- https://ca.trustpilot.com/review/pilotplans.com: 1
- https://codemechsolutions.com/blog/travel-agency-growth-challenges: 1
- https://consumeraffairs.com/travel/tripadvisor.html: 1
- https://economictimes.indiatimes.com/nri/visit/its-almost-2024-and-travelers-keep-making-the-same-mistakes/articleshow/106264759.cms: 1

## In its own words

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

- Positioning: As the world's largest travel guidance platform, Tripadvisor helps you take better trips. (https://tripadvisor.com/)
- For: travelers (https://tripadvisor.com/)
- Price stated: Tripadvisor Rewards today and get $30 off Things to Do. (https://tripadvisor.com/)

## What it publishes

Every page tripadvisor.com exposes, read 2026-10-05: 15 addresses. By kind, pages and the last 90 days:


## 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.