# Engine: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/engine

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate travel management](https://www.gane.ai/index/finance/spend/corporate-travel-management/index.md) | 4% | 4 | 0% | 6 |

## What the models said for it

- "Engine is recommended for teams wanting pre-negotiated hotel rates and consolidated billing with no platform fees, membership fees, agent-assist fees, contracts, or minimum spend." (Claude Haiku 4.5, Corporate travel managem)
- "Go with Booking.com for Business or Engine." (Gemini 3.5 Flash, Corporate travel managem)
- "Hotel-Focused/Specialists (e.g., Engine): Best if your main goal is cutting hotel costs via pre-negotiated rates without paying heavy platform fees." (Qwen 3.7 Flash, Corporate travel managem)
- "Engine is particularly relevant for SMBs and mid-market companies that want flexible booking without enterprise complexity." (Claude Haiku 4.5, Corporate travel managem)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Engine, from 28 of the 28 answers that named it (only the models that return a source list).

### Domains cited

- engine.com: 23 (its own site)
- business.booking.com: 16
- perk.com: 15
- ottotheagent.com: 12
- ramp.com: 11
- concur.com: 9
- g2.com: 9
- navan.com: 9
- tekpon.com: 8
- learn.g2.com: 7

### Pages cited

- https://engine.com/blog/corporate-travel-booking-platforms: 14
- https://ramp.com/blog/travel-management-tools: 10
- https://engine.com/blog/corporate-travel-platform-enterprise-travel-programs: 8
- https://tekpon.com/insights/saas-operations/strategy/best-corporate-travel-management-software: 8
- https://g2.com/categories/travel-management: 7
- https://learn.g2.com/best-travel-management-software: 7
- https://business.booking.com/en-us: 6
- https://business.booking.com/en-us/travel-managers: 6

## In its own words

What Engine's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: All-in-one Travel Management Software for Business (https://engine.com/)
- For: Businesses (https://engine.com/)
- Price stated: Free to use. No contracts, no minimum spends, no agent-assist fees. (https://engine.com/)
- Starting price: 0 (https://engine.com/)
- Free plan or trial: Free to use (https://engine.com/)
- Certifications: SOC 2 Type II, PCI DSS, CCPA, GDPR
- Customers named: Foss Demolition, HHS, OOCL Logistics, Nationwide Turf, Sims Crane, The Expo Group, Missouri Baptist University, Southern Response Services

## What it publishes

Every page engine.com exposes, read 2026-09-29: 10105 addresses. By kind, pages and the last 90 days:

- blog: 915 pages, 62 in the last 90 days, latest 2026-09-28
- case study: 10 pages, 0 in the last 90 days, latest 2025-06-23
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 483 pages, 0 in the last 90 days, latest 2025-11-06
- report or ebook: 13 pages, 2 in the last 90 days, latest 2026-09-22
- comparison: 44 pages, 18 in the last 90 days, latest 2026-09-16
- template or tool: 10 pages, 1 in the last 90 days, latest 2026-09-18
- glossary or explainer: 6 pages, 0 in the last 90 days, latest 2025-12-03
- podcast or video: 25 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Itilite review https://engine.com/blog/itilite-review
- Recent: 2026-09-28 blog: Amex gbt review https://engine.com/blog/amex-gbt-review
- Recent: 2026-09-28 blog: Expensify review https://engine.com/blog/expensify-review
- Recent: 2026-09-28 blog: Corpay lodging review https://engine.com/blog/corpay-lodging-review
- Recent: 2026-09-28 blog: Egencia review https://engine.com/blog/egencia-review
- Recent: 2026-09-28 blog: Spotnana review https://engine.com/blog/spotnana-review

## 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.