Every category where a model named Coinbase Business for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Stablecoin platforms	Treasury and cash	2%	14 of 141	0%	6	under 10 labels · led by BVNK at 23%

Movement

This is the first edition on this tier, so no move can be computed for Coinbase Business yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Coinbase Business across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	1	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	1	0	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	1	0	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	2	0	2
Muse Glimmer 30B	0	0	1	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct6 labels1

Paraphrase3 labels2

Comparative3 labels1not counted in share

Budget-constrained7 labels1

Scale-constrained3 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative23 labels in all, every segment counted; 4 of the 5 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Recommendation: Start with Coinbase. It offers the perfect balance of modern tech, custody, and fiat-onramps” Qwen 3.7 Flash · Stablecoin platforms · paraphrase prompt · first choice

“start with Coinbase Business if you mainly need a straightforward way to invoice and pay stablecoin-ready counterparties” GPT-6 Luna · Stablecoin platforms · direct prompt · alternative

“Consider Coinbase Business instead if you mainly need simple payment links or invoices” GPT-6 Luna · Stablecoin platforms · budget prompt · alternative

“Coinbase Business is the best middle ground.” Gemini 3.5 Flash · Stablecoin platforms · budget prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Coinbase Business, over the 23 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Coinbase Business was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

Stripe Crypto15 of 235Not among the top eight

Circle9 of 232Not among the top eight

Fireblocks8 of 233Not among the top eight

BVNK7 of 233Not among the top eight

BitPay6 of 230Not among the top eight

Bridge5 of 231Not among the top eight

Request Finance4 of 231Not among the top eight

Crossmint4 of 230Not among the top eight

Paxos3 of 230Not among the top eight

Ripple3 of 230Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Coinbase Business. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 22 of the 23 answers that named Coinbase Business and are not a share of its labels.

Domains cited

eco.com10

stripe.com9

circle.com6

fireblocks.com6

opendue.com6

bvnk.com5

cobo.com5

osl.com5

stablecoininsider.org5

allscale.io4

Sixty-one of the sixty-one domain citations in answers naming Coinbase Business came from somebody else's page.

Pages cited

eco.com/support/en/articles/14797799-stablecoin-payment-processors-compared-20269

opendue.com/blog/best-stablecoin-payment-providers6

cobo.com/post/2026-guide-to-the-most-reliable-stablecoin-payments-providers5

allscale.io/posts/best-stablecoin-payment-gateways-crypto-checkout4

eco.com/support/en/articles/14895614-stablecoin-payment-processor-fees-compared-20264

fireblocks.com/report/compare-enterprise-stablecoin-payments4

bvnk.com/blog/enterprise-stablecoin-payment-solutions3

eco.com/support/en/articles/14797803-stablecoin-payment-apis-for-developers3

Pages are listed as the models cited them.

Search and answers

coinbase.com ranks 9 on Google for the category's searches. In the answers, Coinbase Business takes 2% of first choices and BVNK takes 23%.

ShowHide

In search

Google, US estimates

Position for “stablecoin platforms”

Position for “stablecoin payments platform”

–

not in the top ten

Searches for its name, Google: 1,000 a month (“coinbase business”)
AI search demand for its name, est.: 28 a month
Organic visits to its site: about 5,671,916 a month
Searches its site ranks for: 166,383 · 16,890 in the top three
Sites linking to it: 74,343
Paid Google search: 2 searches its ads show for, about 38 clicks and $198 a month (estimate)

Ads on GoogleDetailLess

68+ ads · 38 text, 27 video, 3 image · 68 shown in the last 30 days

First shown April 2025, as Coinbase Inc., verified. Ads started 2025-11 to 2026-10: 56 in the year, 12 before. 52 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 14 of 141 in stablecoin platforms

Segment leader

23%

BVNK

First choices: 4 across its categories
Named in: 23 answers
Its own site cited: in 22 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

ShowHide

Addresses on coinbase.com

9,982

subdomains included

Content

2,685

counted in the table below

Documentation

3,170

Product · Integration

17 · 0

Kind	Pages	Last 90 days	Categories named
Blog	1,800	undated	PSA
Report or ebook	412	undated
Glossary or explainer	407	undated
Case study	28	undated
Comparison	15	undated
Conference or event	12	undated
News or press	9	undated
Webinar or virtual event	1	undated
Template or tool	1	undated

How it is countedHide how it is counted

Every page coinbase.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name PSA (11); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.

Names read as Coinbase Business

What the judge wrote, as written, with how often. The vendor table decides that these count as Coinbase Business; a claim can dispute any of them.

Coinbase 2

Follow Coinbase Business

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Coinbase Business is its own company.

ShowHide

In its own words

Stated by the vendor, not checked

Positioning: All-in-one crypto account for businesses.
coinbase.com
For: businesses
coinbase.com
Customers named: SardineBitwise Asset ManagementBlockTrace, LLC
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting

What Coinbase Business's own pages state, read October 5, 2026: coinbase.com, coinbase.com/compliance, coinbase.com/developer-platform/discover/solutions/onramp, coinbase.com/developer-platform/discover/case-studies. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Coinbase Business's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Coinbase Business, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Coinbase Business by email, built from the raw record of the edition. It shows:

where Coinbase Business is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Coinbase Business, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.