# Expense management for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "expense management software" and as "employee expense reporting tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/finance/spend/expense-management/smb

**Standing:** Zoho Expense leads with 48% of first choices; verdict clear leader. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Zoho Expense](https://www.gane.ai/index/finance/vendors/zoho-expense/index.md) | 48% | 1% | 68 |
| 2 | [Ramp](https://www.gane.ai/index/finance/vendors/ramp/index.md) | 19% | 7% | 59 |
| 3 | [Expensify](https://www.gane.ai/index/finance/vendors/expensify/index.md) | 13% | 16% | 69 |
| 4 | [BILL Spend & Expense](https://www.gane.ai/index/finance/vendors/bill-spend-expense/index.md) | 13% | 4% | 47 |
| 5 | [Brex](https://www.gane.ai/index/finance/vendors/brex/index.md) | 2% | 13% | 30 |
| 6 | [Wave](https://www.gane.ai/index/finance/vendors/wave/index.md) | 2% | 0% | 12 |
| 9 | [QuickBooks Online Expenses](https://www.gane.ai/index/finance/vendors/quickbooks-online-expenses/index.md) | 0% | 21% | 19 |
| 10 | [Xero](https://www.gane.ai/index/finance/vendors/xero/index.md) | 0% | 18% | 11 |
| 12 | [Emburse](https://www.gane.ai/index/finance/vendors/emburse/index.md) | 0% | 27% | 15 |
| 44 | [SAP Concur](https://www.gane.ai/index/finance/vendors/sap-concur/index.md) | 0% | 89% | 19 |

Rank is by share of first choices among all 44 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: Zoho Expense; alternatives BILL Spend & Expense, Expensify, Ramp
- GPT-5.4 mini: Zoho Expense; alternatives BILL Spend & Expense, Brex, Ramp, Xero
- Gemini 3.5 Flash: Ramp; alternatives BILL Spend & Expense, Brex, Expensify, Zoho Expense
- Perplexity Sonar: BILL Spend & Expense; alternatives Expensify, Pleo, Ramp, Spendesk
- Grok 4.20: Zoho Expense; alternatives Expensify, FreshBooks, QuickBooks Online Expenses, Ramp
- Mistral Small: BILL Spend & Expense, Zoho Expense; alternatives Brex, Expensify
- DeepSeek V4 Flash: BILL Spend & Expense; alternatives Brex, Ramp, Zoho Expense
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: BILL Spend & Expense, Ramp; alternatives Expensify, Zoho Expense
- Kimi K2: Expensify, Zoho Expense; alternatives Emburse, Ramp, Tailride
- GLM 4.7 FlashX: Expensify, Zoho Expense; alternatives BILL Spend & Expense, Brex, Ramp
- MiniMax M2.5: Zoho Expense; alternatives Brex, Emburse, Ramp
- GPT-6 Luna: Ramp; alternatives BILL Spend & Expense, Expensify
- Muse Glimmer 30B: Expensify, Zoho Expense; alternatives BILL Spend & Expense, Brex, Ramp

## Sources the answers cite

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

- bill.com: 35 answers, 58 citations
- use.expensify.com: 33 answers, 40 citations
- g2.com: 28 answers, 38 citations
- nerdwallet.com: 27 answers, 27 citations
- tech.co: 25 answers, 25 citations
- expensify.com: 21 answers, 21 citations
- money.co.uk: 21 answers, 21 citations
- capterra.com: 20 answers, 38 citations

Pages named in the most answers:

- https://use.expensify.com/resource-center/guides/best-expense-management-software (30 answers)
- https://nerdwallet.com/business/software/best/business-expense-trackers (27 answers)
- https://tech.co/accounting-software/best-expense-management-software (25 answers)
- https://bill.com/blog/best-expense-management-software (24 answers)
- https://money.co.uk/business/expense-management-software (21 answers)
- https://techrepublic.com/article/expense-management-software (18 answers)
- https://albato.com/blog/publications/best-expense-management-software (17 answers)
- https://expensify.com/ (17 answers)
- https://tailride.so/blog/best-expense-management-software-for-small-business (17 answers)
- https://ofx.com/en-us/blog/best-expense-management-software-solutions (13 answers)

## Warned against

- SAP Concur: 17 of 19 labels negative. "Examples to scrutinize: SAP Concur, Oracle NetSuite Expense Management, Dell Fieldglass... usually, they are overkill for solo founders or small teams." (Qwen 3.7 Flash, negative prompt)
- Expensify: 11 of 69 labels negative. "Extremely difficult cancellation process—users report ongoing charges even after "canceling," ... label it a "garbage company" or "most regrettable choice."" (Grok 4.20, negative prompt)
- Coupa Expense Management: 6 of 6 labels negative. "Overly enterprise-focused tools (e.g., SAP Concur, Oracle, or Coupa): ... Avoid unless you expect rapid growth" (Grok 4.20, negative prompt)
- Brex: 4 of 30 labels negative. "unauthorized charges from linked services (e.g., LinkedIn) that the company refuses to reverse" (Grok 4.20, negative prompt)

## Movement since October 2026

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

- Zoho Expense: 37% to 48%, +11. Cleared the floor by 1 point · rank 1 of 44, unchanged.
- Ramp: 25% to 19%, −6. Inside the floor by 4 points · rank 2 of 44, unchanged.
- Expensify: 19% to 13%, −6. Inside the floor by 4 points · rank 3 of 44, unchanged.
- Brex: 4% to 2%, −2. Inside the floor by 8 points · rank 5 of 44, unchanged.
- Wave: 0% to 2%, +2. Inside the floor by 8 points · rank 10 → 6 of 44.
- Rippling Spend: 0% to 2%, +2. Inside the floor by 8 points · rank 7 → 8 of 44.
- Emburse: 2% to 0%, −2. Inside the floor by 8 points · rank 6 → 12 of 44.
- BILL Spend & Expense: 14% to 13%, −1. Inside the floor by 9 points · rank 4 of 44, unchanged.
- QuickBooks Online Expenses: 0% to 0%, ±0. Inside the floor by 10 points · rank 9 of 44, unchanged.
- Xero: 0% to 0%, ±0. Inside the floor by 10 points · rank 33 → 10 of 44.
- SAP Concur: 0% to 0%, ±0. Inside the floor by 10 points · rank 44 of 44, unchanged.

## 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.