# Marqeta: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/marqeta

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded payments platforms](https://www.gane.ai/index/finance/receivables/embedded-payments-platforms/index.md) | 0% | 25 | 0% | 6 |

## What the models said for it

- "Choose Marqeta when the core requirement is issuing physical or virtual cards" (Perplexity Sonar, Embedded payments)
- "If you want to issue your own branded cards to users ... look at Marqeta." (Qwen 3.7 Flash, Embedded payments)
- "card issuing and payments infrastructure... not a full marketplace PayFac" (Muse Glimmer 30B, Embedded payments)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Marqeta, from 9 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- stripe.com: 6
- adyen.com: 5
- whop.com: 5
- 85ideas.com: 4
- g2.com: 4
- topbusinesssoftware.com: 4
- connectpay.com: 3
- finix.com: 3
- guideflow.com: 3
- isvpaymentintegration.com: 3

### Pages cited

- https://whop.com/blog/embedded-payments: 5
- https://whop.com/blog/embedded-payments-platforms: 5
- https://85ideas.com/blog/top-embedded-payment-platforms-delivering-seamless-customer-experiences-in-2025: 4
- https://adyen.com/platform-payments: 4
- https://g2.com/categories/embedded-payments/enterprise: 3
- https://guideflow.com/blog/embedded-payments-software: 3
- https://isvpaymentintegration.com/compare: 3
- https://backbase.com/blog/embedded-finance-platform-comparison: 2

## In its own words

What Marqeta's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Enterprise-grade issuing and payment processing platform (https://marqeta.com/)
- For: enterprises (https://marqeta.com/)
- Certifications: PCI DSS, ISO 27001, PCI 3DS, GDPR, SOC 1 Type II, SOC 2 Type II
- Customers named: Ramp, DoorDash, Affirm, Klarna, Moss, Giftbit, Katapult, Custodia

## What it publishes

Every page marqeta.com exposes, read 2026-10-05: 810 addresses. By kind, pages and the last 90 days:

- blog: 673 pages, 13 in the last 90 days, latest 2026-10-01
- case study: 10 pages, 0 in the last 90 days, latest 2026-03-26
- webinar or virtual event: 12 pages, 0 in the last 90 days, latest 2026-06-02
- report or ebook: 4 pages, 0 in the last 90 days, latest 2024-07-09
- comparison: 4 pages, 0 in the last 90 days, latest 2026-01-21
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2023-03-08
- podcast or video: 2 pages, 0 in the last 90 days, latest 2021-04-22
- news or press: 4 pages, 3 in the last 90 days, latest 2026-09-09
- Recent: 2026-10-01 blog: The foundation the worlds leading payment programs are built on https://www.marqeta.com/blog/the-foundation-the-worlds-leading-payment-programs-are-built-on
- Recent: 2026-09-28 blog: Marqeta unifies card and non card payments on a single platform https://www.marqeta.com/blog/marqeta-unifies-card-and-non-card-payments-on-a-single-platform
- Recent: 2026-09-17 blog: Disputes and chargebacks explained what it takes to manage them at scale https://www.marqeta.com/blog/disputes-and-chargebacks-explained-what-it-takes-to-manage-them-at-scale
- Recent: 2026-09-09 news or press: Bvnk and marqeta partner power stablecoin card infrastructure https://www.marqeta.com/news-releases/news-release-details/bvnk-and-marqeta-partner-power-stablecoin-card-infrastructure
- Recent: 2026-08-31 blog: What your b2b software customers are doing right now and why its a payments problem https://www.marqeta.com/blog/what-your-b2b-software-customers-are-doing-right-now-and-why-its-a-payments-problem
- Recent: 2026-08-26 blog: Your platform has a revenue leak you havent noticed yet https://www.marqeta.com/blog/your-platform-has-a-revenue-leak-you-havent-noticed-yet

## 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.