# ExpenseOnDemand: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Expense management](https://www.gane.ai/index/finance/spend/expense-management/index.md) | 0% | 47 | 100% | 1 |

## And against it

- "Slow upload speeds and manual processes for credit management" (GLM 4.7 FlashX, Expense management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named ExpenseOnDemand, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 1
- concur.com: 1
- findproblemo.com: 1
- g2.com: 1
- media.neliti.com: 1
- navan.com: 1
- ofx.com: 1
- reddit.com: 1
- stripe.com: 1
- use.expensify.com: 1

### Pages cited

- https://capterra.com/expense-report-software: 1
- https://capterra.com/p/239674/Weel/reviews: 1
- https://capterra.com/p/97594/Expensify/reviews: 1
- https://concur.com/blog/article/six-essential-criteria-for-comparing-expense-management-software: 1
- https://findproblemo.com/reports/expense-management-software: 1
- https://g2.com/categories/expense-management: 1
- https://g2.com/categories/expense-management/small-business: 1
- https://g2.com/categories/spend-management: 1

## What it publishes

Every page expenseondemand.com exposes, read 2026-09-29: 187 addresses. By kind, pages and the last 90 days:

- blog: 81 pages, 1 in the last 90 days, latest 2026-09-15
- case study: 5 pages, 0 in the last 90 days, latest 2007-01-01
- comparison: 24 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 4 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-15 blog: Monthly business spending report https://www.expenseondemand.com/blog-posts/monthly-business-spending-report
- Recent: 2025-10-10 blog: Accounts payable audit software https://www.expenseondemand.com/accounts-payable-audit-software
- Recent: 2007-01-01 case study: Winterflood case study https://www.expenseondemand.com/winterflood-case-study

## 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.