Embedded finance platforms: AI search visibility ranking (2026)
How AI search engines rank embedded finance platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Embedded finance platforms used to add payments, accounts, cards, lending, and financial workflows inside software products and marketplaces. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 12, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Stripe holds the clear visibility lead at 50.0%, more than 12 percentage points ahead of Adyen and Marqeta, both at 37.5%. The category average visibility sits at just 8.1%, meaning Stripe appears roughly six times more often than the typical brand in this set. That gap matters because the top three brands collectively crowd out most of the remaining 17 brands, leaving little AI surface area for challengers. Half the tracked brands, including Bond, Lithic, and Rapyd, score zero on both visibility and citations.
The visibility-to-citation relationship is notably inverted for several brands. Treasury Prime and Mambu each carry 0.0% visibility yet both register 25.0% citation rates, matching or exceeding Adyen's citation figure of 25.0%. Stripe, despite its 50.0% visibility lead, has only a 12.5% citation rate, suggesting it is named frequently but not used as a source reference at the same rate. Galileo shows the opposite asymmetry, with 12.5% visibility but zero citations, making it visible but not trusted as a reference.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit is concentrated on a single engine and limiting cross-engine comparison. The cited sources anchoring AI responses are notably third-party platforms: connectpay.com, airwallex.com, backbase.com, sdk.finance, and openbankingtracker.com appear prominently, alongside youtube.com. None of the top-cited sources are the primary domains of the ranked brands, which means AI is constructing category narratives from aggregator and commentary sites rather than from brand-owned content.
Movers & shakers since last refresh
Biggest visibility risers
-
Adyen 12% → 38% · rank #4 → #2+25pp
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Stripe 38% → 50% · rank #1 → #1+12pp
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Marqeta 25% → 38% · rank #2 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
stripe.com
|
50% | 12% | Google AI Mode |
Stripe leads all brands at 50.0% visibility, more than six times the 8.1% category average, yet its 12.5% citation rate is low relative to its visibility dominance. |
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| 2 |
adyen.com
|
38% | 25% | Google AI Mode |
Adyen jumped from rank 4 to rank 2 with a 25.0 percentage point visibility gain, and its 25.0% citation rate is the joint highest among all ranked brands. |
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| 3 |
marqeta.com
|
38% | 12% | Google AI Mode |
Marqeta matches Adyen's 37.5% visibility but its citation rate sits at 12.5%, half of Adyen's, signalling it is named often but referenced as a source less frequently. |
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| 4 |
unit.co
|
25% | 12% | Google AI Mode |
Unit's 25.0% visibility is still more than three times the 8.1% category average, but its 12.5% citation rate places it level with Stripe and Marqeta on that measure. |
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| 5 |
galileo-ft.com
|
12% | 0% | Google AI Mode |
Galileo registers 12.5% visibility, just above the 8.1% category average, but its 0.0% citation rate means it is mentioned without ever being used as a supporting source. |
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| 6 |
treasuryprime.com
|
0% | 25% | Google AI Mode |
| 7 |
mambu.com
|
0% | 25% | Google AI Mode |
| 8 |
bond.tech
|
0% | 0% | Google AI Mode |
| 9 |
lithic.com
|
0% | 0% | Google AI Mode |
| 10 |
rapyd.net
|
0% | 0% | Google AI Mode |
| 11 |
solarisgroup.com
|
0% | 0% | Google AI Mode |
| 12 |
silamoney.com
|
0% | 0% | Google AI Mode |
| 13 |
synctera.com
|
0% | 0% | Google AI Mode |
| 14 |
nium.com
|
0% | 0% | Google AI Mode |
| 15 |
railsr.com
|
0% | 0% | Google AI Mode |
| 16 |
i2cinc.com
|
0% | 0% | Google AI Mode |
| 17 |
moov.io
|
0% | 0% | Google AI Mode |
| 18 |
finix.com
|
0% | 0% | Google AI Mode |
| 19 |
weavr.io
|
0% | 0% | Google AI Mode |
| 20 |
payrix.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on embedded finance platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own embedded finance platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about embedded finance platforms AI visibility
Who leads AI visibility in the embedded finance platforms category?
Stripe leads with 50.0% visibility and a composite score of 38.8, well ahead of Adyen and Marqeta, both at 37.5% visibility. The category average is only 8.1%, making Stripe's position significantly dominant.
Which brands have the highest citation rates in this category?
Adyen, Treasury Prime, and Mambu each record 25.0% citation rates, the highest in the dataset. Notably, Treasury Prime and Mambu achieve this despite having zero visibility, meaning AI cites them without surfacing them in brand lists.
What sources does AI cite most for embedded finance platform research?
The top cited sources include connectpay.com, airwallex.com, backbase.com, sdk.finance, and openbankingtracker.com, all third-party aggregator or commentary sites. None of the primary domains of the ranked brands appear in the top cited source list.
Which brands have zero AI visibility and zero citations in this category?
Bond, Lithic, and Rapyd all score 0.0% on both visibility and citations, giving them a composite score of zero. These brands have no measurable presence in Google AI Mode responses for this category.
Which brand showed the biggest visibility improvement in the latest audit period?
Adyen recorded the largest gain, rising 25.0 percentage points from 12.5% to 37.5% visibility and moving from rank 4 to rank 2. Its citation rate also increased by 12.5 percentage points in the same period.
Is there a consistent pattern between visibility and citation rates in this category?
No, the relationship is inconsistent. Treasury Prime and Mambu have 0.0% visibility but 25.0% citation rates, while Galileo has 12.5% visibility and 0.0% citations, showing that appearing in AI responses and being cited as a source are distinct outcomes.