# Ramp: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 342 judge labels across 16 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/ramp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Corporate cards](https://www.gane.ai/index/finance/spend/corporate-cards/index.md) | 67% | 1 | 6% | 66 |
| [Spend management platforms](https://www.gane.ai/index/finance/spend/spend-management-platforms/index.md) | 45% | 1 | 13% | 70 |
| [Expense management](https://www.gane.ai/index/finance/spend/expense-management/index.md) | 31% | 1 | 5% | 59 |
| [Accounts payable automation](https://www.gane.ai/index/finance/spend/accounts-payable-automation/index.md) | 23% | 3 | 10% | 41 |
| [Business bill pay](https://www.gane.ai/index/finance/treasury/business-bill-pay/index.md) | 12% | 3 | 0% | 31 |
| [Treasury management systems](https://www.gane.ai/index/finance/treasury/treasury-management-systems/index.md) | 4% | 9 | 14% | 7 |
| [Procure-to-pay](https://www.gane.ai/index/finance/spend/procure-to-pay/index.md) | 4% | 4 | 6% | 18 |
| [Supplier management](https://www.gane.ai/index/finance/spend/supplier-management/index.md) | 2% | 14 | 0% | 2 |
| [Corporate travel management](https://www.gane.ai/index/finance/spend/corporate-travel-management/index.md) | 0% | 9 | 8% | 24 |
| [Business banking](https://www.gane.ai/index/finance/treasury/business-banking/index.md) | 0% | 28 | 0% | 13 |
| [B2B payment acceptance](https://www.gane.ai/index/finance/receivables/b2b-payment-acceptance/index.md) | 0% | 28 | 0% | 3 |
| [Accounting software](https://www.gane.ai/index/finance/accounting/accounting-software/index.md) | 0% | 65 | 100% | 2 |
| [Contractor payments](https://www.gane.ai/index/finance/spend/contractor-payments/index.md) | 0% | 80 | 50% | 2 |
| [Telecom expense management](https://www.gane.ai/index/finance/spend/telecom-expense-management/index.md) | 0% | 75 | 50% | 2 |
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 58 | 0% | 1 |
| [Cross-border payments and FX](https://www.gane.ai/index/finance/treasury/cross-border-payments-and-fx/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "Modern All-in-One Spend Platforms | Ramp, Brex, Spendesk | Fast-growing mid-market companies wanting corporate cards, AP, expenses, and automated savings in one clean UI." (Gemini 3.5 Flash, Spend management platfor)
- "Choose Ramp if: Your main goal is cost cutting, automating receipts, restricting employee spending policy, and getting built-in software without paying software fees." (Gemini 3.5 Flash, Corporate cards)
- "Ramp is widely considered the leader in this space for mid-sized businesses because it moves away from standard plastic cards to a virtual-first model." (Qwen 3.7 Flash, Corporate cards)
- "Ramp: Strong all-around (1.5% cash back, excellent controls/analytics, accounting integrations). Often praised for automation and no-fee model." (Grok 4.20, Corporate cards)

## And against it

- "Ramp is flagged as a high-risk product with multiple warnings, indicating potential issues with billing, customer service, or reliability." (Mistral Small, Accounting software)
- "standalone consumer-grade payment apps (like early-stage versions of Ramp or Mercury Bill Pay) for large enterprises" (Qwen 3.7 Flash, Accounts payable automat)
- "The business is NOT BBB Accredited... Risk-based limit changes are a known operational feature" (Muse Glimmer 30B, Corporate cards)
- "Customer service issues reported—unresponsive and difficult to reach during urgent problems" (MiniMax M2.5, Corporate cards)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 5 | 7 | 3 | 1 | 16 |
| GPT-5.4 mini | 8 | 11 | 3 | 1 | 23 |
| Gemini 3.5 Flash | 14 | 22 | 7 | 3 | 46 |
| Perplexity Sonar | 8 | 12 | 0 | 6 | 26 |
| Grok 4.20 | 12 | 9 | 5 | 1 | 27 |
| Mistral Small | 8 | 3 | 6 | 3 | 20 |
| DeepSeek V4 Flash | 10 | 10 | 3 | 2 | 25 |
| Llama 4 Maverick | 4 | 5 | 9 | 0 | 18 |
| Qwen 3.7 Flash | 7 | 9 | 6 | 3 | 25 |
| Kimi K2 | 10 | 13 | 4 | 1 | 28 |
| GLM 4.7 FlashX | 7 | 10 | 3 | 1 | 21 |
| MiniMax M2.5 | 9 | 4 | 2 | 1 | 16 |
| GPT-6 Luna | 10 | 10 | 2 | 3 | 25 |
| Muse Glimmer 30B | 7 | 6 | 11 | 2 | 26 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ramp, from 916 of the 1022 answers that named it (only the models that return a source list).

### Domains cited

- bill.com: 309
- ramp.com: 301 (its own site)
- g2.com: 272
- brex.com: 180
- capterra.com: 175
- mindsprint.com: 166
- techrepublic.com: 161
- resources.rework.com: 146
- nerdwallet.com: 131
- softwareadvice.com: 131

### Pages cited

- https://mindsprint.com/resources/blogs/spend-management-software: 108
- https://ramp.com/pricing: 75
- https://use.expensify.com/resource-center/guides/best-expense-management-software: 73
- https://zylo.com/blog/best-spend-management-software: 70
- https://nerdwallet.com/business/credit-cards/best/corporate: 67
- https://techrepublic.com/article/best-corporate-cards: 60
- https://albato.com/blog/publications/best-expense-management-software: 57
- https://ramp.com/corporate-cards: 53

## In its own words

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

- Positioning: Spend Management, Corporate Cards & Accounts Payable Solutions (https://ramp.com/)
- For: finance teams (https://ramp.com/)
- Price stated: Get started for free (https://ramp.com/)
- Starting price: 0 (https://ramp.com/pricing)
- Free plan or trial: Get started for free (https://ramp.com/)
- Integrations claimed: 200 (https://ramp.com/)
- Certifications: CCPA, ISO 27001, PCI DSS, SOC 1, SOC 2, FedRAMP, Cyber Essentials Plus, GovRAMP
- Customers named: eight sleep, perplexity, webflow, glossier, Notion, Mindbody & ClassPass, Shopify, KIPP Nashville Public Schools

## What it publishes

Every page ramp.com exposes, read 2026-09-29: 5942 addresses. By kind, pages and the last 90 days:

- blog: 1276 pages, 33 in the last 90 days, latest 2026-09-29
- case study: 104 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 143 pages, 0 in the last 90 days, latest 2026-05-05
- conference or event: 16 pages, 0 in the last 90 days, latest 2025-12-16
- report or ebook: 61 pages, 1 in the last 90 days, latest 2026-08-29
- comparison: 362 pages, 29 in the last 90 days, latest 2026-09-29
- template or tool: 129 pages, 0 in the last 90 days, latest 2026-05-27
- glossary or explainer: 239 pages, 1 in the last 90 days, latest 2026-07-09
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-29 blog: Financial due diligence https://ramp.com/blog/financial-due-diligence
- Recent: 2026-09-29 comparison: Accrual vs deferral in accounting https://ramp.com/blog/accrual-vs-deferral-in-accounting
- Recent: 2026-09-29 blog: 8 Best Corporate Card Expense Management Platforms https://ramp.com/blog/corporate-credit-card-expense-management-software
- Recent: 2026-09-28 blog: S corp tax benefits guide https://ramp.com/blog/s-corp-tax-benefits-guide
- Recent: 2026-09-28 blog: Expense management workflow https://ramp.com/blog/expense-management-workflow
- Recent: 2026-09-28 blog: How to do payroll yourself for your small business https://ramp.com/blog/how-to-do-payroll-yourself-for-your-small-business

## 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.