Marqeta vs IBM

Side-by-side comparison of AI visibility scores, market position, and capabilities

Marqeta leads in AI visibility (81 vs 80)

Marqeta

LeaderEmbedded Finance

Card Issuing Platform

Modern card issuing platform for building customized payment cards. Oakland CA, publicly traded (MQ), processes $170B+ in payment volume annually for Block, DoorDash, and Affirm.

AI VisibilityBeta
Overall Score
A81
Category Rank
#1 of 1
AI Consensus
63%
Trend
up
Per Platform
ChatGPT
83
Perplexity
84
Gemini
82

About

Marqeta is a modern card issuing platform that enables companies to create, issue, and manage customized payment card programs. Founded in 2010 and headquartered in Oakland, California, Marqeta went public on NASDAQ in 2021 under the ticker MQ. The company processes more than $170 billion in total payment volume annually and counts major technology and fintech companies including Block (formerly Square), DoorDash, Affirm, and Goldman Sachs among its customers.\n\nMarqeta's open API platform gives customers fine-grained control over card authorization logic — a capability it pioneered called Just-in-Time (JIT) funding. Rather than pre-loading a fixed balance onto a card, JIT funding allows the card issuer to make a real-time decision about whether to approve each transaction and how much to fund at the moment of authorization. This capability enables use cases like expense management cards that only work at approved merchants, installment payment cards that draw from loan credit in real time, and delivery driver cards that fund only when a courier has a specific delivery in progress.\n\nMarqeta serves a diverse range of card issuing use cases including buy now pay later card programs, corporate expense cards, disbursement cards, and digital wallets. The company's global issuing capabilities cover multiple currencies and payment networks across North America, Europe, and Asia-Pacific. Post-IPO, Marqeta has continued expanding its platform with token management, fraud controls, and card lifecycle management tools that enterprise issuers need for large-scale card programs.

Full profile

IBM

LeaderEnterprise Software

General

Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.

AI VisibilityBeta
Overall Score
A80
Category Rank
#56 of 1158
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
74
Perplexity
71
Gemini
84

About

International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).

Full profile

AI Visibility Head-to-Head

81
Overall Score
80
#1
Category Rank
#56
63
AI Consensus
67
up
Trend
up
83
ChatGPT
74
84
Perplexity
71
82
Gemini
84
90
Claude
74
73
Grok
81

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