# Ramp: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 3 categories by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/ramp

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [IT financial management](https://www.gane.ai/index/it/operations/it-financial-management/index.md) | 2% | 12 | 0% | 3 |
| [SaaS management platforms](https://www.gane.ai/index/it/operations/saas-management-platforms/index.md) | 0% | 74 | 50% | 2 |
| [IT asset management](https://www.gane.ai/index/it/operations/it-asset-management/index.md) | 0% | 50 | 0% | 1 |

## What the models said for it

- "I'd recommend starting with Ramp or BILL Spend & Expense as they're free or very low-cost" (MiniMax M2.5, IT financial mgmt)
- "Better Alternatives for 2026: ... newer, challenger platforms like CloudZero or Ramp" (GLM 4.7 FlashX, IT financial mgmt)
- "Ramp (or similar corporate card platforms) provides built-in SaaS management features at no additional charge." (Gemini 3.5 Flash, SaaS management)
- "SaaS & Cloud-Heavy Environments: *Ramp, Zylo, Productiv, Torii.*" (Gemini 3.5 Flash, ITAM)

## And against it

- "Vendors to watch out for: Vendr, Tropic, Ramp/Brex SaaS modules" (Gemini 3.5 Flash, SaaS 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 | 2 | 0 | 1 | 3 |
| 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 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| 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 Ramp, from 29 of the 33 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 13
- thectoclub.com: 11
- capterra.com: 10
- rocketlane.com: 10
- softwareadvice.com: 10
- sourceforge.net: 10
- blog.invgate.com: 9
- g2.com: 9
- bigtime.net: 7
- use.expensify.com: 7

### Pages cited

- https://www.gane.ai/index/it/operations/it-financial-management/smb: 13
- https://rocketlane.com/blogs/it-financial-management-software: 10
- https://thectoclub.com/tools/best-it-financial-management-software: 10
- https://blog.invgate.com/itfm-software: 9
- https://sourceforge.net/software/it-financial-management: 7
- https://use.expensify.com/resource-center/guides/financial-management-tools: 7
- https://bigtime.net/blogs/financial-management-software: 6
- https://softwareadvice.com/erp/financial-management-system-comparison: 5

## 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/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.