Fraud prevention software: AI search visibility ranking (2026)
How AI search engines rank fraud prevention software 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 software used to detect payment fraud, account abuse, bots, identity manipulation, and high-risk transactions across digital channels. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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At a glance
What we observed in this categoryauto-generated
SEON leads the fraud prevention software category with a visibility score of 37.5%, more than double Signifyd's 25.0% in second place, and far above the category average of 5.0%. The composite score gap between SEON (33.8) and Riskified or Stripe Radar (both at 12.5) is substantial. All top brands are anchored on Google AI Mode as their primary engine, meaning this category's AI visibility is concentrated in a single engine rather than spread across multiple platforms.
Signifyd presents the clearest divergence between visibility and citation: it appears in 25.0% of responses but holds a 0.0% citation rate, meaning the AI names it without linking back to its domain. Sift shows the opposite pattern, with 0.0% visibility but a 37.5% citation rate, the highest citation figure in the entire dataset. This means Sift is trusted as a source reference more than any peer, yet never appears in the named brand responses, a significant disconnect between source authority and narrative presence.
The top cited external sources in this category include google.com, gartner.com, fraud.net, and security.org, alongside specialist sites such as shadowdragon.io, hyperverge.co, datavisor.com, and eftsure.com. The presence of fraud.net as both a cited source and a ranked brand (rank 7, citation rate 12.5%) suggests the AI treats it as a reference domain rather than a primary brand recommendation. Gartner's inclusion confirms that analyst-led content continues to anchor AI responses even in niche fintech sub-categories.
Movers & shakers since last refresh
Biggest visibility risers
-
SEON 0% → 38% · rank #0 → #1+38pp
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Signifyd 0% → 25% · rank #0 → #2+25pp
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Riskified 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
seon.io
|
38% | 25% | Google AI Mode |
SEON's 37.5% visibility and 25.0% citation rate both exceed category averages of 5.0% and 8.1%, giving it the highest composite score at 33.8. |
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| 2 |
signifyd.com
|
25% | 0% | Google AI Mode |
Signifyd appears in 25.0% of AI responses but holds a 0.0% citation rate, the sharpest visibility-to-citation gap among all ranked brands. |
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| 3 |
riskified.com
|
12% | 12% | Google AI Mode |
Riskified's visibility and citation rates are both 12.5%, making it one of only two brands where those two scores are perfectly balanced, sharing rank 3 with Stripe Radar. |
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| 4 |
stripe.com
|
12% | 12% | Google AI Mode |
Stripe Radar matches Riskified exactly with 12.5% visibility, 12.5% citation, and a composite score of 12.5, yet carries the recognition advantage of the broader Stripe brand. |
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| 5 |
sift.com
|
0% | 38% | Google AI Mode |
Sift's 37.5% citation rate is the highest in the category despite 0.0% visibility, indicating the AI cites it as a source while excluding it from named brand recommendations. |
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| 6 |
equifax.com
|
12% | 0% | Google AI Mode |
| 7 |
fraud.net
|
0% | 12% | Google AI Mode |
| 8 |
clear.sale
|
0% | 12% | Google AI Mode |
| 9 |
datadome.co
|
0% | 12% | Google AI Mode |
| 10 |
fingerprint.com
|
0% | 12% | Google AI Mode |
| 11 |
humansecurity.com
|
0% | 12% | Google AI Mode |
| 12 |
risk.lexisnexis.com
|
0% | 12% | Google AI Mode |
| 13 |
forter.com
|
0% | 0% | Google AI Mode |
| 14 |
feedzai.com
|
0% | 0% | Google AI Mode |
| 15 |
ravelin.com
|
0% | 0% | Google AI Mode |
| 16 |
nofraud.com
|
0% | 0% | Google AI Mode |
| 17 |
sardine.ai
|
0% | 0% | Google AI Mode |
| 18 |
arkoselabs.com
|
0% | 0% | Google AI Mode |
| 19 |
fico.com
|
0% | 0% | Google AI Mode |
| 20 |
experian.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on fraud prevention software, 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 fraud prevention software 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 fraud prevention software AI visibility
Who leads AI visibility in fraud prevention software?
SEON leads with a visibility score of 37.5% and a composite score of 33.8, both well above the category average of 5.0% and 8.1% respectively.
Which brand is most cited by Google AI Mode in this category?
Sift holds the highest citation rate at 37.5%, despite having zero visibility, meaning the AI references it as a source but does not name it in brand recommendations.
What sources does Google AI Mode anchor on for fraud prevention software queries?
The top cited sources include google.com, gartner.com, fraud.net, security.org, shadowdragon.io, hyperverge.co, datavisor.com, and eftsure.com.
Which brands have high visibility but low citation in this category?
Signifyd appears in 25.0% of AI responses but has a 0.0% citation rate, and Kount has 12.5% visibility with a 0.0% citation rate, both indicating named presence without source trust.
How concentrated is AI visibility across the 20 brands in this category?
The category average visibility is just 5.0%, and the top two brands, SEON and Signifyd, account for 37.5% and 25.0% respectively, showing high concentration at the top.
Which engine dominates AI visibility for fraud prevention software brands?
Every ranked brand in the top 10 lists Google AI Mode as its top engine, indicating the category's AI visibility is entirely driven by a single platform.