Engine is travel management software for businesses, used to book and manage corporate travel · engine.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Booking.com for Business is first at 33%.
Navan is first at 48%. 0 of 14 models made it the first choice when asked directly.
SAP Concur is first at 48%.
“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 · Budget-constrained question · first choice
“Go with Booking.com for Business or Engine.”Gemini 3.5 Flash · Budget-constrained question · first choice
“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 · Scale-constrained question · alternative
“Engine is particularly relevant for SMBs and mid-market companies that want flexible booking without enterprise complexity.”Claude Haiku 4.5 · Direct question · alternative
No model argued against it.
The products named in the same answers as Engine, over the 28 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 4 | View → | |
| 21 | 6 | View → | |
| 17 | 4 | View → | |
| 15 | 1 | View → | |
| 14 | 7 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Engine's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 28 of the 28 answers that named Engine and are not a share of its labels.
Ninety-six of the 119 domain citations in answers naming Engine came from a third party's page.
Pages are listed as the models cited them.
| 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 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 915 | 62 | 2026-09-28 | Corporate travel managem, Expense management | |
| Conference or event | 483 | 0 | 2025-11-06 | ||
| Comparison | 44 | 18 | 2026-09-16 | ||
| Podcast or video | 25 | undated | |||
| Report or ebook | 13 | 2 | 2026-09-22 | ||
| Case study | 10 | 0 | 2025-06-23 | ||
| Template or tool | 10 | 1 | 2026-09-18 | ||
| Glossary or explainer | 6 | 0 | 2025-12-03 | ||
| Webinar or virtual event | 1 | undated |
As the event pages on engine.com state them, read September 28, 2026.
Every page engine.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.