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

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

**Standing:** Booking.com for Business leads with 33% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Booking.com for Business](https://www.gane.ai/index/finance/vendors/booking-com-for-business/index.md) | 33% | 8% | 40 |
| 2 | [TravelPerk](https://www.gane.ai/index/finance/vendors/travelperk/index.md) | 30% | 8% | 63 |
| 3 | [Navan](https://www.gane.ai/index/finance/vendors/navan/index.md) | 28% | 14% | 65 |
| 4 | [Ramp](https://www.gane.ai/index/finance/vendors/ramp/index.md) | 4% | 3% | 32 |
| 5 | [Brex](https://www.gane.ai/index/finance/vendors/brex/index.md) | 2% | 4% | 23 |
| 8 | [Engine](https://www.gane.ai/index/finance/vendors/engine/index.md) | 0% | 0% | 11 |
| 9 | [Zoho Expense](https://www.gane.ai/index/finance/vendors/zoho-expense/index.md) | 0% | 0% | 11 |
| 10 | [Expensify Travel](https://www.gane.ai/index/finance/vendors/expensify-travel/index.md) | 0% | 15% | 13 |
| 39 | [Amex GBT Egencia](https://www.gane.ai/index/finance/vendors/amex-gbt-egencia/index.md) | 0% | 43% | 23 |
| 53 | [SAP Concur](https://www.gane.ai/index/finance/vendors/sap-concur/index.md) | 0% | 76% | 37 |

Rank is by share of first choices among all 53 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: Expedia for Business, TravelPerk
- GPT-5.4 mini: TravelPerk; alternatives Navan, SAP Concur
- Gemini 3.5 Flash: TravelPerk; alternatives Brex, Corporate Traveler, Navan, Ramp
- Perplexity Sonar: TravelPerk; alternatives Booking.com for Business, Navan
- Grok 4.20: Booking.com for Business; alternatives Navan, Roomex, TravelPerk
- Mistral Small: Booking.com for Business; alternatives Engine, Navan, TravelPerk
- DeepSeek V4 Flash: Navan, TravelPerk; alternatives Booking.com for Business, Roomex
- Llama 4 Maverick: Booking.com for Business
- Qwen 3.7 Flash: Booking.com for Business; alternatives Corporate Traveler, Navan, TravelPerk
- Kimi K2: Booking.com for Business; alternatives Engine, Navan, TravelPerk
- GLM 4.7 FlashX: Booking.com for Business; alternatives Amex GBT Egencia, Navan, TravelPerk
- MiniMax M2.5: Booking.com for Business; alternatives Spotnana
- GPT-6 Luna: Navan; alternatives Ramp, TravelPerk
- Muse Glimmer 30B: Booking.com for Business, TravelPerk; alternatives Expensify Travel, Navan

## Sources the answers cite

73 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- perk.com: 50 answers, 86 citations
- g2.com: 43 answers, 80 citations
- business.booking.com: 36 answers, 106 citations
- navan.com: 22 answers, 31 citations
- softwareadvice.com: 22 answers, 31 citations
- businesstravel.com: 21 answers, 21 citations
- engine.com: 20 answers, 21 citations
- capterra.com: 18 answers, 46 citations

Pages named in the most answers:

- https://g2.com/categories/travel-management/small-business (21 answers)
- https://business.booking.com/resource-hub/blog/the-best-business-travel-management-apps?page_type=resource_hub&aid=2139504&label=DIR_X19PUyBYX0Nocm9tZV8xNzkzMzkzMDMxX3Jlc291cmNlLWh1Yi9ibG9nL3RoZS1iZXN0LWJ1c2luZXNzLXRyYXZlbC1tYW5hZ2VtZW50LWFwcHNfQnVzaW5lc3MgdHJhdmVsIHJlc291cmNlcyB8IEJvb2tpbmcuY29tIGZvciBCdXNpbmVzc19lbi1nYl9NWA== (19 answers)
- https://softwareadvice.com/travel-management (19 answers)
- https://business.booking.com/en-us/free-business-travel-management-solutions-2 (18 answers)
- https://businesstravel.com/blog/best-business-travel-management-software-for-small-and-mid-sized-businesses-in-2026 (18 answers)
- https://g2.com/categories/travel-management (16 answers)
- https://perk.com/blog/best-travel-management-software-small-business (16 answers)
- https://perk.com/blog/best-business-travel-management-companies (15 answers)
- https://business.booking.com/en-us/business-travel-resources/blog/tips-for-smes-save-on-business-travel (12 answers)
- https://oncehub.com/blog/top-travel-management-software (11 answers)

## Warned against

- SAP Concur: 28 of 37 labels negative. "frequently recommended against for small businesses due to its complexity, high cost... flag it as a platform small businesses should avoid" (Mistral Small, negative prompt)
- Navan: 9 of 65 labels negative. "Strong warnings in user feedback ... about abysmal customer service ... Better suited for bigger companies; small businesses report frustration" (Grok 4.20, negative prompt)
- Amex GBT Egencia: 10 of 23 labels negative. "often a poor fit for smaller companies because cost and complexity can outweigh the benefits" (Muse Glimmer 30B, paraphrase prompt)
- WeTravel: 6 of 6 labels negative. "WeTravel does not provide a customer support phone number, and when thousands of dollars are involved, relying only on email is unacceptable" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
New leader: Navan (37%) to Booking.com for Business (33%). Margin 5 points, within noise.

- Booking.com for Business: 20% to 33%, +13. Cleared the floor by 3 points · rank 3 → 1 of 53.
- Navan: 37% to 28%, −9. Inside the floor by 1 point · rank 1 → 3 of 53.
- Ramp: 8% to 4%, −4. Inside the floor by 6 points · rank 4 of 53, unchanged.
- Engine: 4% to 0%, −4. Inside the floor by 6 points · rank 5 → 8 of 53.
- TravelPerk: 27% to 30%, +3. Inside the floor by 7 points · rank 2 of 53, unchanged.
- Brex: 0% to 2%, +2. Inside the floor by 8 points · rank 8 → 5 of 53.
- Rippling Travel: 2% to 0%, −2. Inside the floor by 8 points · rank 6 → 24 of 53.
- Zoho Expense: 0% to 0%, ±0. Inside the floor by 10 points · rank 12 → 9 of 53.
- Expensify Travel: 0% to 0%, ±0. Inside the floor by 10 points · rank 10 of 53, unchanged.
- TravelBank: 0% to 0%, ±0. Inside the floor by 10 points · rank 9 → 21 of 53.
- Amex GBT Egencia: 0% to 0%, ±0. Inside the floor by 10 points · rank 45 → 39 of 53.
- myBiz: 0% to 0%, ±0. Inside the floor by 10 points · rank 44 of 53, unchanged.

## 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.