# Stampli: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 86 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/stampli

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Accounts payable automation](https://www.gane.ai/index/finance/spend/accounts-payable-automation/index.md) | 23% | 2 | 2% | 43 |
| [Business bill pay](https://www.gane.ai/index/finance/treasury/business-bill-pay/index.md) | 10% | 4 | 4% | 26 |
| [B2B payment acceptance](https://www.gane.ai/index/finance/receivables/b2b-payment-acceptance/index.md) | 0% | 26 | 0% | 5 |
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 28 | 0% | 4 |
| [Procure-to-pay](https://www.gane.ai/index/finance/spend/procure-to-pay/index.md) | 0% | 24 | 0% | 4 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 0% | 79 | 33% | 3 |
| [Invoicing software](https://www.gane.ai/index/finance/receivables/invoicing-software/index.md) | 0% | 56 | 0% | 1 |

## What the models said for it

- "Stampli offers procure-to-pay automation with collaborative invoice management, designed for small to mid-sized businesses outgrowing basic AP tools" (Claude Haiku 4.5, Accounts payable automat)
- "### 1. Stampli ... AI-driven invoice capture ... Best For: Mid-market companies focused on invoice approval bottlenecks" (Grok 4.20, Accounts payable automat)
- "Prioritize tools like Stampli, Ramp, or Sage Intacct (which score highly for usability and fewer complaints)." (Grok 4.20, Accounts payable automat)
- "Stampli — *Best Overall for Mid-Market Approval Workflows & Ease of Use*" (Gemini 3.5 Flash, Business bill pay)

## And against it

- "What to Avoid on a Tight Budget ... Stampli, Airbase — Generally more expensive" (DeepSeek V4 Flash, Business bill pay)
- "Avoid purely AP-focused tools like BILL, Stampli, or Tipalti" (Grok 4.20, Cash application)
- "Stampli is highly effective for reducing paper, but its user-centric approach can sometimes become an operational bottleneck." (Qwen 3.7 Flash, Accounts payable automat)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 2 | 0 | 4 |
| GPT-5.4 mini | 2 | 4 | 1 | 0 | 7 |
| Gemini 3.5 Flash | 3 | 6 | 0 | 0 | 9 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.20 | 2 | 6 | 2 | 1 | 11 |
| Mistral Small | 0 | 3 | 0 | 0 | 3 |
| DeepSeek V4 Flash | 4 | 6 | 2 | 1 | 13 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 2 | 3 | 2 | 0 | 7 |
| GLM 4.7 FlashX | 0 | 3 | 1 | 0 | 4 |
| MiniMax M2.5 | 1 | 4 | 4 | 0 | 9 |
| GPT-6 Luna | 3 | 1 | 0 | 0 | 4 |
| Muse Glimmer 30B | 0 | 4 | 2 | 0 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Stampli, from 194 of the 206 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 95
- bill.com: 80
- mindsprint.com: 66
- albato.com: 42
- resources.rework.com: 42
- tipalti.com: 41
- rillion.com: 38
- medius.com: 37
- highradius.com: 32
- stampli.com: 32 (its own site)

### Pages cited

- https://mindsprint.com/resources/blogs/automated-accounts-payable-software: 50
- https://g2.com/categories/ap-automation: 49
- https://albato.com/blog/publications/best-accounts-payable-automation-software: 42
- https://bill.com/blog/best-b2b-payment-automation: 32
- https://zip.com/blog/ap-automation-software: 28
- https://resources.rework.com/tools/spend-expense/best-ap-automation-software-2026: 27
- https://rillion.com/blog/best-b2b-payment-platforms: 27
- https://bill.com/blog/best-accounts-payable-automation-software: 24

## In its own words

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

- Positioning: Procure-to-Pay Platform for Finance Teams (https://stampli.com/)
- For: Finance teams (https://stampli.com/)
- Price stated: Request a Quote (https://www.stampli.com/pricing)
- Integrations claimed: 14 (https://www.stampli.com/case-studies)
- Customers named: Advance Financial, Quincy Recycle, Miami DDA, Purple, Wenspok, Spanish Fork City, beyermechanical, Wenspok Companies

## What it publishes

Every page stampli.com exposes, read 2026-09-29: 1381 addresses. By kind, pages and the last 90 days:

- blog: 954 pages, 10 in the last 90 days, latest 2026-09-09
- case study: 28 pages, 3 in the last 90 days, latest 2026-09-10
- webinar or virtual event: 26 pages, 0 in the last 90 days, latest 2026-06-23
- conference or event: 1 pages, 1 in the last 90 days, latest 2026-09-04
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 100 pages, 1 in the last 90 days, latest 2026-08-05
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-06-26
- glossary or explainer: 10 pages, 0 in the last 90 days, latest 2026-06-23
- podcast or video: 40 pages, 0 in the last 90 days, latest 2023-02-23
- news or press: 16 pages, 0 in the last 90 days, latest 2026-06-17
- Recent: 2026-09-10 case study: Ambrosia qsr https://www.stampli.com/case-studies/ambrosia-qsr
- Recent: 2026-09-09 blog: Quickbooks online ap automation comparison https://www.stampli.com/blog/ap-automation/quickbooks-online-ap-automation-comparison
- Recent: 2026-09-09 blog: Netsuite ap automation comparison https://www.stampli.com/blog/ap-automation/netsuite-ap-automation-comparison
- Recent: 2026-09-09 blog: Expense management qa stampli amped https://www.stampli.com/blog/accounting/expense-management-qa-stampli-amped
- Recent: 2026-09-08 blog: Expense management card reimbursements https://www.stampli.com/blog/accounting/expense-management-card-reimbursements
- Recent: 2026-09-04 conference or event: Communitysummit https://www.stampli.com/communitysummit

## 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.