# Corporate travel management for small business buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "corporate travel booking platform" and as "business travel management tool", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/finance/spend/corporate-travel-management/2026-09/smb

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/spend/corporate-travel-management/smb/index.md

**Standing:** Navan leads with 33% of first choices; verdict contested. 49 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Navan](https://www.gane.ai/index/finance/vendors/navan/index.md) | 33% | 19% | 53 |
| 2 | [Booking.com for Business](https://www.gane.ai/index/finance/vendors/booking-com-for-business/index.md) | 20% | 14% | 37 |
| 3 | [TravelPerk](https://www.gane.ai/index/finance/vendors/travelperk/index.md) | 18% | 8% | 59 |
| 4 | [Ramp](https://www.gane.ai/index/finance/vendors/ramp/index.md) | 8% | 8% | 24 |
| 5 | [Rippling Travel](https://www.gane.ai/index/finance/vendors/rippling-travel/index.md) | 6% | 5% | 22 |
| 7 | [Brex](https://www.gane.ai/index/finance/vendors/brex/index.md) | 2% | 7% | 15 |
| 8 | [Engine](https://www.gane.ai/index/finance/vendors/engine/index.md) | 2% | 0% | 12 |
| 9 | [TravelBank](https://www.gane.ai/index/finance/vendors/travelbank/index.md) | 2% | 0% | 10 |
| 11 | [SAP Concur](https://www.gane.ai/index/finance/vendors/sap-concur/index.md) | 2% | 76% | 33 |
| 27 | [Amex GBT Egencia](https://www.gane.ai/index/finance/vendors/amex-gbt-egencia/index.md) | 0% | 40% | 15 |

Rank is by share of first choices among all 41 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: TravelBank; alternatives Businesstravel.com, Engine, TravelPerk
- GPT-5.4 mini: Navan; alternatives TravelPerk
- Gemini 3.5 Flash: TravelPerk; alternatives Booking.com for Business, Brex, Navan, Ramp
- Perplexity Sonar: Rippling Travel, TravelPerk; alternatives Booking.com for Business
- Grok 4.20: Navan; alternatives Booking.com for Business, TravelPerk
- Mistral Small: TravelPerk; alternatives SAP Concur, TravelPlus
- DeepSeek V4 Flash: Navan; alternatives AmTrav, Booking.com for Business, TravelBank, TravelPerk
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Navan, TravelPerk; alternatives TravelBank
- Kimi K2: Navan; alternatives Booking.com for Business, Expensify Travel, TravelPerk
- GLM 4.7 FlashX: Navan; alternatives Booking.com for Business, TravelPerk
- MiniMax M2.5: Navan; alternatives Booking.com for Business, Engine, myBiz

## Sources the answers cite

67 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- ottotheagent.com: 47 answers, 79 citations
- rippling.com: 47 answers, 64 citations
- businesstravel.com: 39 answers, 43 citations
- perk.com: 38 answers, 57 citations
- navan.com: 34 answers, 51 citations
- g2.com: 30 answers, 66 citations
- learn.g2.com: 30 answers, 30 citations
- business.booking.com: 22 answers, 48 citations

Pages named in the most answers:

- https://rippling.com/blog/small-business-travel-management-software (46 answers)
- https://businesstravel.com/blog/best-business-travel-management-software-for-small-and-mid-sized-businesses-in-2026 (38 answers)
- https://learn.g2.com/best-travel-management-software (30 answers)
- https://perk.com/blog/best-travel-management-software-small-business (20 answers)
- https://bill.com/blog/best-travel-and-expense-management-software (16 answers)
- https://oncehub.com/blog/top-travel-management-software (14 answers)
- https://ottotheagent.com/blog/top-travel-management-software-small-businesses (14 answers)
- https://brex.com/spend-trends/corporate-travel-management/best-business-travel-management-software-platforms (13 answers)
- https://business.booking.com/en-us/business-travel-resources/blog/the-best-business-travel-management-apps-2024 (13 answers)
- https://g2.com/categories/travel-management/small-business (13 answers)

## Warned against

- SAP Concur: 25 of 33 labels negative. "Platforms to avoid or scrutinize closely include: - SAP Concur ... its enterprise orientation can make it a poor fit for small teams" (Perplexity Sonar, negative prompt)
- Navan: 10 of 53 labels negative. "small businesses should be cautious about or avoid the following travel management platforms due to recurring issues" (Mistral Small, negative prompt)
- Expedia for Business: 5 of 8 labels negative. "Using Expedia Corporate Booking Tool without proper policy configuration ... avoid consumer-only booking sites that offer no compliance or safety tracking" (Qwen 3.7 Flash, negative prompt)
- Booking.com for Business: 5 of 37 labels negative. "Booking.com for Business / Expedia for Business: The Risk: High Commissions... Avoid platforms that rely on "soft" enforcement" (GLM 4.7 FlashX, negative prompt)

## Record

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