AI Visibility Rankings · Fintech

Fraud prevention platforms: AI search visibility ranking (2026)

By monitoraeo Last updated July 18, 2026 Refreshed every 30 days

How AI search engines rank fraud prevention 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. Fraud prevention platforms used to score risk, block bad actors, and reduce payment, account, and identity fraud across digital businesses. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers ask AI engines about Fraud prevention platforms, Fingerprint consistently emerges as the leader. With a visibility percentage of 37.5, it stands out among other prominent names like Sift and Feedzai. This means Fingerprint is frequently recommended across AI-powered evaluations, giving potential buyers a clear top option to consider.

The rankings are influenced by the sources AI engines rely on most, including eftsure.com, fraudio.com, and bureau.id. These domains frequently cite top brands, driving their visibility in AI responses. Notably, aggregator and review sites like gartner.com also play a role, consolidating insights that shape these rankings.

For buyers evaluating these platforms, recent reviews and third-party validations are crucial. AI engines value sources with topical authority and this list reflects brands frequently endorsed through such validations. Consider how each platform is represented in respected domains as a gauge of its credibility and relevance in the Fraud prevention category.

At a glance

Category leader Fingerprint 38% visibility · named in 3 of 8 AI answers

Most cited brand Sift 50% citation rate · the AI's most-trusted source brand in fraud prevention platforms

Top cited domain eftsure.com Referenced by AI across the fraud prevention platforms query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 11 brands at 0% (invisible to the AI)

What we observed in this category

Fingerprint leads the fraud prevention platforms category with a visibility score of 37.5%, more than three times the 12.5% shared by every other visible brand, and a composite score of 30.0 against a category average visibility of 6.9%. This gap is significant because Fingerprint moved from rank 20 to rank 1 in a single period, a rise of 19 positions, while former leader Verifi dropped from rank 1 to rank 11 with visibility falling to 0%. The category is clearly in flux, and the top position is not yet entrenched.

The most notable divergence between visibility and citation belongs to Sift, which holds only 12.5% visibility yet a 50.0% citation rate, the highest in the category. This means AI answers name Sift as a trustworthy reference more often than they surface it as a primary result. Stripe Radar shows the inverse pattern, holding 0% visibility but a 12.5% citation rate. Signifyd, Forter, Riskified, and SEON each appear in answers at 12.5% visibility but receive zero citations, suggesting they are named without being trusted as sources.

Google AI Mode is the top engine for every ranked brand in this dataset, indicating no meaningful differentiation by engine at this stage. The cited sources anchoring AI answers include third-party review and analyst platforms such as gartner.com and g2.com, alongside specialist fintech publishers eftsure.com, fraudio.com, bureau.id, and ixopay.com. Sift.com is the only brand domain appearing directly in the top cited sources list, reinforcing its unusual position as both a ranked brand and a reference source for the category.

Movers & shakers since last refresh

Biggest visibility risers

Fingerprint 0% → 38% · rank #20 → #1
+38pp
Sift 0% → 12% · rank #2 → #2
+12pp
Feedzai 0% → 12% · rank #14 → #3
+12pp

Biggest visibility fallers

Verifi 25% → 0% · rank #1 → #11
-25pp
Persona 12% → 0% · rank #4 → #12
-12pp
Kount 12% → 0% · rank #6 → #13
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Fingerprint fingerprint.com	38%	12%	Google AI Mode
Fingerprint's 37.5% visibility is more than five times the 6.9% category average and represents a rise of 19 rank positions from the previous period.
2	Sift sift.com	12%	50%	Google AI Mode
Sift's 50.0% citation rate is the highest in the category and four times its 12.5% visibility score, making it the most trusted reference brand despite not leading on presence.
3	Feedzai feedzai.com	12%	12%	Google AI Mode
Feedzai holds equal visibility and citation at 12.5% each, with a composite score of 12.5, rising 11 positions from rank 14 after previously holding 0% visibility.
4	Sardine sardine.ai	12%	12%	Google AI Mode
Sardine matches Feedzai exactly at 12.5% visibility and 12.5% citation, with a composite score of 12.5, showing no differentiation from the mid-tier cluster in this period.
5	ClearSale clear.sale	12%	12%	Google AI Mode
ClearSale sits in the same 12.5% visibility and citation tier as Feedzai and Sardine, with a composite score of 12.5, offering no measurable AI-mode advantage over direct peers.
6	Signifyd signifyd.com	12%	0%	Google AI Mode
7	Forter forter.com	12%	0%	Google AI Mode
8	Riskified riskified.com	12%	0%	Google AI Mode
9	SEON seon.io	12%	0%	Google AI Mode
10	Stripe Radar stripe.com	0%	12%	Google AI Mode
11	Verifi visa.com	0%	0%	Google AI Mode
12	Persona withpersona.com	0%	0%	Google AI Mode
13	Kount equifax.com	0%	0%	Google AI Mode
14	Arkose Labs arkoselabs.com	0%	0%	Google AI Mode
15	LexisNexis Risk Solutions lexisnexisrisk.com	0%	0%	Google AI Mode
16	Unit21 unit21.ai	0%	0%	Google AI Mode
17	DataDome datadome.co	0%	0%	Google AI Mode
18	ThreatMetrix lexisnexisrisk.com	0%	0%	Google AI Mode
19	Ravelin ravelin.com	0%	0%	Google AI Mode
20	BioCatch biocatch.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on fraud prevention 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.

eftsure.comfraudio.combureau.idgartner.comshadowdragon.iosift.comixopay.comg2.com

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. More on visibility →

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. More on citation rate →

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. How AI engines pick sources →

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. How AI search ranking works →

Get your own fraud prevention 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.

Audit your fraud prevention platforms brand → Browse all rankings Methodology →

Frequently asked about fraud prevention platforms AI visibility

Who leads AI visibility in fraud prevention platforms?

Fingerprint leads with 37.5% visibility and a composite score of 30.0, more than double the score of second-ranked Sift at 23.8. Fingerprint also recorded the largest single-period rank jump, rising 19 positions from rank 20 to rank 1.

Which fraud prevention brand is most cited by AI even when not most visible?

Sift holds a 50.0% citation rate against only 12.5% visibility, making it the most-cited brand in the category. Its domain, sift.com, also appears in the top cited sources list, confirming its role as a reference anchor for AI answers.

What sources does AI cite most for fraud prevention platform research?

The top cited sources include eftsure.com, fraudio.com, bureau.id, gartner.com, g2.com, ixopay.com, shadowdragon.io, and sift.com. Gartner and G2 are the only general analyst or review platforms in the list; the rest are specialist fintech publishers or brand domains.

Which brands have the highest visibility but zero citation in this category?

Signifyd, Forter, Riskified, and SEON each have 12.5% visibility but 0.0% citation, giving them composite scores of 8.8. They appear in AI answers but are not used as trusted reference sources.

Which brands lost the most AI visibility in fraud prevention platforms recently?

Verifi dropped from rank 1 to rank 11 with a visibility fall of 25 percentage points to 0%, the largest decline recorded. Persona and Kount each fell to 0% visibility, dropping 8 and 7 rank positions respectively.

Does AI visibility in fraud prevention platforms vary across different AI engines?

Based on the current audit data, Google AI Mode is the top engine for every ranked brand in the category, with no other engine recorded as a top performer for any brand. Engine-level differentiation is not yet visible in this dataset.