# Corporate travel management: 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 mid-market B2B company. Page: https://www.gane.ai/index/finance/spend/corporate-travel-management

**Standing:** Navan leads with 48% of first choices; verdict clear leader. 56 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) | 48% | 7% | 68 |
| 2 | [TravelPerk](https://www.gane.ai/index/finance/vendors/travelperk/index.md) | 25% | 6% | 71 |
| 3 | [Booking.com for Business](https://www.gane.ai/index/finance/vendors/booking-com-for-business/index.md) | 16% | 27% | 33 |
| 5 | [Amex GBT Egencia](https://www.gane.ai/index/finance/vendors/amex-gbt-egencia/index.md) | 2% | 26% | 31 |
| 9 | [Ramp](https://www.gane.ai/index/finance/vendors/ramp/index.md) | 0% | 8% | 24 |
| 10 | [Spotnana](https://www.gane.ai/index/finance/vendors/spotnana/index.md) | 0% | 10% | 20 |
| 11 | [Brex](https://www.gane.ai/index/finance/vendors/brex/index.md) | 0% | 6% | 18 |
| 12 | [BCD Travel](https://www.gane.ai/index/finance/vendors/bcd-travel/index.md) | 0% | 11% | 18 |
| 13 | [ITILITE](https://www.gane.ai/index/finance/vendors/itilite/index.md) | 0% | 0% | 11 |
| 14 | [CWT](https://www.gane.ai/index/finance/vendors/cwt/index.md) | 0% | 8% | 13 |
| 15 | [American Express Global Business Travel](https://www.gane.ai/index/finance/vendors/american-express-global-business-travel/index.md) | 0% | 21% | 14 |
| 82 | [SAP Concur](https://www.gane.ai/index/finance/vendors/sap-concur/index.md) | 0% | 48% | 56 |

Rank is by share of first choices among all 84 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: Navan; alternatives Engine, Ramp, TravelPerk
- GPT-5.4 mini: Navan; alternatives Corporate Traveler, SAP Concur, TravelPerk
- Gemini 3.5 Flash: Navan; alternatives ITILITE, Ramp, Spotnana, TravelPerk
- Perplexity Sonar: Navan; alternatives ITILITE, TravelPerk
- Grok 4.20: TravelPerk; alternatives Brex, Navan
- Mistral Small: Navan, TravelPerk; alternatives Booking.com for Business, ITILITE
- DeepSeek V4 Flash: Navan; alternatives ITILITE, TravelPerk
- Llama 4 Maverick: Navan, TravelPerk
- Qwen 3.7 Flash: Navan, TravelPerk; alternatives American Express Global Business Travel, Booking.com for Business, FCM Travel, Spotnana
- Kimi K2: TravelPerk; alternatives ITILITE, Navan, Spotnana
- GLM 4.7 FlashX: Navan; alternatives TravelPerk
- MiniMax M2.5: TravelPerk; alternatives Navan
- GPT-6 Luna: Navan; alternatives Ramp, SAP Concur, TravelPerk
- Muse Glimmer 30B: Navan; alternatives SAP Concur, Spotnana, TravelPerk

## Sources the answers cite

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

- perk.com: 34 answers, 47 citations
- navan.com: 29 answers, 42 citations
- softwareadvice.com: 28 answers, 30 citations
- business.booking.com: 26 answers, 64 citations
- g2.com: 25 answers, 40 citations
- itilite.com: 19 answers, 29 citations
- routespring.com: 15 answers, 30 citations
- ottotheagent.com: 15 answers, 18 citations

Pages named in the most answers:

- https://softwareadvice.com/travel-management (26 answers)
- https://business.booking.com/en-us/free-business-travel-management-solutions-2 (13 answers)
- https://itilite.com/blog/top-10-travel-management-company-us (13 answers)
- https://scmgalaxy.com/tutorials/top-10-corporate-travel-booking-platforms-features-pros-cons-comparison (13 answers)
- https://tekpon.com/insights/saas-operations/strategy/best-corporate-travel-management-software (12 answers)
- https://g2.com/categories/travel-management (11 answers)
- https://perk.com/blog/best-business-travel-management-companies (11 answers)
- https://business.booking.com/resource-hub/blog/the-best-business-travel-management-apps?page_type=resource_hub&aid=2139504&label=DIR_X19PUyBYX0Nocm9tZV8xNzkzMzkzMDMxX3Jlc291cmNlLWh1Yi9ibG9nL3RoZS1iZXN0LWJ1c2luZXNzLXRyYXZlbC1tYW5hZ2VtZW50LWFwcHNfQnVzaW5lc3MgdHJhdmVsIHJlc291cmNlcyB8IEJvb2tpbmcuY29tIGZvciBCdXNpbmVzc19lbi1nYl9NWA== (10 answers)
- https://peoplemanagingpeople.com/tools/best-business-travel-management-software (10 answers)
- https://perk.com/blog/best-b2b-travel-agencies (10 answers)

## Warned against

- SAP Concur: 27 of 56 labels negative. "Criticized for unpredictable costs... Many enterprise models flag it as a platform to avoid for predictable budgeting." (Mistral Small, negative prompt)
- Booking.com for Business: 9 of 33 labels negative. "it holds a notoriously low rating on Trustpilot (often 1.4/5). You should be cautious here if you expect flexibility" (Qwen 3.7 Flash, negative prompt)
- Amex GBT Egencia: 8 of 31 labels negative. "When to avoid: For very small businesses or startups with infrequent, simple travel, these can be overkill and costly." (GLM 4.7 FlashX, budget prompt)
- Navan: 5 of 68 labels negative. "This is currently a "high caution" zone. The company is undergoing massive restructuring, layoffs, and software migrations." (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Navan at 48%.

- Navan: 53% to 48%, −5. Inside the floor by 5 points · rank 1 of 84, unchanged.
- TravelPerk: 20% to 25%, +5. Inside the floor by 5 points · rank 2 of 84, unchanged.
- Ramp: 5% to 0%, −5. Inside the floor by 5 points · rank 4 → 9 of 84.
- Booking.com for Business: 14% to 16%, +2. Inside the floor by 8 points · rank 3 of 84, unchanged.
- Amex GBT Egencia: 0% to 2%, +2. Inside the floor by 8 points · rank 10 → 5 of 84.
- Engine: 3% to 4%, +1. Inside the floor by 9 points · rank 5 → 4 of 84.
- Spotnana: 0% to 0%, ±0. Inside the floor by 10 points · rank 12 → 10 of 84.
- Brex: 0% to 0%, ±0. Inside the floor by 10 points · rank 11 of 84, unchanged.
- BCD Travel: 0% to 0%, ±0. Inside the floor by 10 points · rank 13 → 12 of 84.
- ITILITE: 0% to 0%, ±0. Inside the floor by 10 points · rank 16 → 13 of 84.
- CWT: 0% to 0%, ±0. Inside the floor by 10 points · rank 15 → 14 of 84.
- American Express Global Business Travel: 0% to 0%, ±0. Inside the floor by 10 points · rank 14 → 15 of 84.

## 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.