# Spotnana: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 20 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/finance/vendors/spotnana

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate travel management](https://www.gane.ai/index/finance/spend/corporate-travel-management/index.md) | 0% | 10 | 10% | 20 |

## What the models said for it

- "An API-first infrastructure that is the top choice for tech-forward companies that want to build their own custom travel experiences." (Claude Haiku 4.5, Corporate travel managem)
- "An API-first, modern cloud architecture platform. Excellent for companies that want customized travel infrastructure" (Gemini 3.5 Flash, Corporate travel managem)
- "Platforms like TravelPerk, AmTrav, or Spotnana offer a good balance of modern UI and flexible cancellation terms" (Gemini 3.5 Flash, Corporate travel managem)
- "well-suited for mid-market teams that need strict policy enforcement but want a modern, self-service experience" (DeepSeek V4 Flash, Corporate travel managem)

## And against it

- "Spotnana has been flagged by users for frequent system errors." (Qwen 3.7 Flash, Corporate travel managem)
- "Constant errors requiring users to call/chat to fix reservations; technical issues" (DeepSeek V4 Flash, Corporate travel managem)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 3 | 0 | 5 |
| 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 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Spotnana, from 43 of the 51 answers that named it (only the models that return a source list).

### Domains cited

- navan.com: 20
- perk.com: 20
- concur.com: 17
- g2.com: 16
- softwareadvice.com: 14
- business.booking.com: 12
- routespring.com: 12
- spotnana.com: 12 (its own site)
- engine.com: 11
- ottotheagent.com: 10

### Pages cited

- https://softwareadvice.com/travel-management: 13
- https://concur.com/blog/article/best-travel-management-software-comparison: 12
- https://spotnana.com/: 10
- https://oncehub.com/blog/top-travel-management-software: 9
- https://concurtraining.com/blog/article/best-travel-management-software-comparison: 8
- https://learn.g2.com/best-travel-management-software: 7
- https://peoplemanagingpeople.com/tools/best-business-travel-management-software: 7
- https://perk.com/blog/best-b2b-travel-agencies: 7

## In its own words

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

- Positioning: Travel-as-a-Service platform (https://spotnana.com/)
- For: corporate travelers (https://spotnana.com/)
- Certifications: SSAE 18, SOC 2, ISO 27001, PCI DSS
- Customers named: Marriott International, Solutions Travel, Ciena, Direct Travel, Lufthansa Group, Brex, SAS, Qualtrics

## What it publishes

Every page spotnana.com exposes, read 2026-09-29: 540 addresses. By kind, pages and the last 90 days:

- blog: 256 pages, 13 in the last 90 days, latest 2026-09-23
- case study: 16 pages, 1 in the last 90 days, latest 2026-08-18
- webinar or virtual event: 10 pages, 1 in the last 90 days, latest 2026-07-08
- conference or event: 2 pages, 0 in the last 90 days, latest 2024-12-20
- report or ebook: 6 pages, 1 in the last 90 days, latest 2026-09-10
- comparison: 2 pages, 0 in the last 90 days, latest 2024-08-30
- glossary or explainer: 7 pages, 1 in the last 90 days, latest 2026-09-23
- podcast or video: 47 pages, 4 in the last 90 days, latest 2026-08-13
- news or press: 132 pages, 9 in the last 90 days, latest 2026-09-10
- Recent: 2026-09-23 blog: Spotlight kelly stack https://www.spotnana.com/blog/spotlight-kelly-stack
- Recent: 2026-09-23 glossary or explainer: What is content fragmentation https://www.spotnana.com/blog/what-is-content-fragmentation
- Recent: 2026-09-15 blog: Spotnana welcomes genevieve juillard to our board of directors https://www.spotnana.com/blog/spotnana-welcomes-genevieve-juillard-to-our-board-of-directors
- Recent: 2026-09-14 blog: Rich content seat maps https://www.spotnana.com/blog/rich-content-seat-maps
- Recent: 2026-09-10 blog: Spotnana builds deep direct integration with marriott https://www.spotnana.com/blog/spotnana-builds-deep-direct-integration-with-marriott
- Recent: 2026-09-10 news or press: Spotnana and marriott international transform corporate hotel distribution with new direct integration https://www.spotnana.com/newsroom/spotnana-and-marriott-international-transform-corporate-hotel-distribution-with-new-direct-integration

## 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.