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Finance AI Index
Index › Products › Ripple · October 2026 Edition
3 categories · Named, not ranked

Ripple

24Judge labels
1First choices
3Negative labels
10 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
6 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Ripple was named 6 times in Treasury management syst and 2 other categories, where Trovata led with 28%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In treasury management syst · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Ripple 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Treasury management systemsTreasury and cash2%24 of 1240%1under 10 labels · led by Trovata at 28%newNew since September 2026: not ranked then, 2% now.
Stablecoin platformsTreasury and cash0%31 of 1410%3under 10 labels · led by BVNK at 23%
Cross-border payments and FXTreasury and cash0%30 of 870%2under 10 labels · led by Wise Business at 39%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Ripple held within the floor in all three categories: no change cleared 10 points.

Best category · Treasury management syst · by segment

Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 94 of 109, unchanged
Mid-marketnewNew since September 2026: not ranked then, 2% now.
2%from 0% in September 2026
Inside the floor by 8 pointsRank 21 of 116, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Treasury management syst0%2%newNew since September 2026: not ranked then, 2% now.New this editionRank 24 of 124, unchanged
Stablecoin platforms0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 31 of 141, unchanged
Cross-border payments0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 53 → 30 of 87

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Ripple across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00000
Grok 4.1 Fast12003
Mistral Small00101
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00101
Muse Glimmer 30B00000

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
Direct4 labelsNone
Paraphrase2 labelsNone
Comparative11 labelsNone
Budget-constrained0 labelsNone
Scale-constrained5 labels1
Negative2 labelsNone
First choiceAlternativeMentionNegative24 labels in all, every segment counted; 1 of the 1 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.

“GTreasury (Ripple Treasury): AI forecasting, mid-market focus.” Grok 4.1 Fast · Treasury management syst · scale prompt · first choice
“Best For: Banks, payment providers, and large financial institutions seeking instant liquidity and real-time reconciliation.” Gemini 3.5 Flash · Cross-border payments · comparative prompt · alternative
“Custody + instant settlement. | Treasury/high-volume. | Complex setup.” Grok 4.1 Fast · Stablecoin platforms · scale prompt · alternative
“~$2.5B. Institutional payments focus.” Grok 4.1 Fast · Stablecoin platforms · comparative 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 Ripple, over the 24 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ripple was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Circle12 of 246Not among the top eight
Fireblocks9 of 241Not among the top eight
Paxos9 of 240Not among the top eight
Bridge8 of 240Not among the top eight
BVNK7 of 241Not among the top eight
Airwallex5 of 243Not among the top eight
Stripe Crypto5 of 241Not among the top eight
Wise Business5 of 240Not among the top eight
Kyriba4 of 241Not among the top eight
Tether4 of 241Not 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 Ripple. 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 24 answers that named Ripple and are not a share of its labels.

Search and answers

ripple.com ranks 3 on Google for the category's searches. In the answers, Ripple takes 2% of first choices and Trovata takes 28%.
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In search

Google, US estimates
Position for “treasury management system”
4
Position for “treasury management systems”
3
Searches for its name, Google
135,000 a month (“ripple”)
AI search demand for its name, est.
17,886 a month
Organic visits to its site
about 222,749 a month
Searches its site ranks for
11,216 · 960 in the top three
Sites linking to it
19,242
Paid Google search
5 searches its ads show for, about 43 clicks and $546 a month (estimate)
Ads on GoogleDetailLess
65+ ads · 65 video · 65 shown in the last 30 days

First shown August 2026, as Ripple, verified. Ads started 2025-10 to 2026-09: 65 in the year. 55 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
2%
rank 24 of 124 in treasury management syst
Segment leader
28%
Trovata
First choices
1 across its categories
Named in
24 answers
Its own site cited
in 22 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 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

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Addresses on ripple.com
3,858
subdomains included
Content
715
counted in the table below
Documentation
2,790
Product · Integration
14 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog616undated
Report or ebook36undated
Webinar or virtual event21undated
Case study19undated
Conference or event13undated
Glossary or explainer7undated
News or press2undated
Template or tool1undated

Events in person

Upcoming
Last twelve months

As the event pages on ripple.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page ripple.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. 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 September 29, 2026.

Names read as Ripple

What the judge wrote, as written, with how often. The vendor table decides that these count as Ripple; a claim can dispute any of them.
Fireblocks/Ripple 1GTreasury/Ripple 1Ripple (RLUSD) 1Ripple (RippleNet) 1Ripple / RLUSD 1

Follow Ripple

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

Ripple is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
the leading provider of stablecoin-powered cross-border payments and digital asset custody solutions
For
financial institutions
Price stated
transparent, predictable pricing model that grows with you ripple.com/products/custody
Certifications
ISO 27001 CompliantSOC 2 Type II CompliantSOC 2 Type IIISO 27001FIPS 140-2 Level 4EAL 5+ Common Member
Customers named
BBVA SwitzerlandBBVA NewGenFlash PaymentsTravelex BankArchaxDZ BANKTrangloSentbe
Not stated on the pages read
Starting price, free plan or trial, integrations, hosting

What Ripple's own pages state, read September 28, 2026: ripple.com, ripple.com/security, ripple.com/products/custody, ripple.com/customers, ripple.com/partners. 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 Ripple'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 Ripple, 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 Ripple by email, built from the raw record of the edition. It shows:

  • where Ripple 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 Ripple, 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.
The subscriber app

A verification link goes to your work email; an address at ripple.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.