# Expedia for Business: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 14 models. Page: https://finance-ai-index.com/vendors/expedia-for-business/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Corporate travel management | 0% | 61 | 100% | 4 |

## And against it

- "Consumer booking sites like Expedia or Booking.com used as a business travel system ... generally lack policy enforcement" (Perplexity Sonar, Corporate travel managem)
- "High-Risk Platforms (Proceed with Caution or Avoid) ... Expedia ... Refunds are notoriously slow or withheld for months." (Qwen 3.7 Flash, Corporate travel managem)
- "PissedConsumer rates them low (1.6-1.9/5) for refunds and support—avoid for corporate needs" (Grok 4.1 Fast, Corporate travel managem)
- "Moderate-to-high risk – use caution, especially for complex bookings" (DeepSeek V4 Flash, Corporate travel managem)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Corporate travel management: 0% to 0%, ±0. Inside the floor by 10 points · rank 59 → 61 of 61.

## Record

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