Top 20 fraud detection software by AI search visibility (2026)
Risk and fraud platforms used to score transactions, stop abuse, detect account takeovers, and reduce losses across payments, lending, and digital commerce. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 06, 2026At a glance
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
sift.com
|
62% | 25% | Google AI Overviews |
Category leader at 62% visibility — named in roughly 5 of every 8 AI answers. Citation rate of 25% means the brand wins both recommendation and trust. |
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| 2 |
seon.io
|
62% | 0% | Google AI Overviews |
0pp behind the leader on visibility but with a similar citation rate (0% vs 25%) — closer to being the AI's trusted source than its top recommendation. |
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| 3 |
signifyd.com
|
50% | 0% | Google AI Overviews |
Third tier at 50% visibility. Roughly tracks the category average on citation rate (0% vs 2% average). |
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| 4 |
riskified.com
|
38% | 0% | Google AI Overviews |
| 5 |
feedzai.com
|
25% | 0% | Google AI Overviews |
| 6 |
kount.com
|
12% | 0% | Google AI Overviews |
| 7 |
sardine.ai
|
12% | 0% | Google AI Overviews |
| 8 |
stripe.com
|
12% | 0% | Google AI Overviews |
| 9 |
featurespace.com
|
12% | 0% | Google AI Overviews |
| 10 |
datadome.co
|
12% | 0% | Google AI Overviews |
| 11 |
transunion.com
|
0% | 12% | Google AI Overviews |
| 12 |
forter.com
|
0% | 0% | Google AI Overviews |
| 13 |
persona.id
|
0% | 0% | Google AI Overviews |
| 14 |
ekata.com
|
0% | 0% | Google AI Overviews |
| 15 |
ravelin.com
|
0% | 0% | Google AI Overviews |
| 16 |
risk.lexisnexis.com
|
0% | 0% | Google AI Overviews |
| 17 |
socure.com
|
0% | 0% | Google AI Overviews |
| 18 |
alloy.com
|
0% | 0% | Google AI Overviews |
| 19 |
experian.com
|
0% | 0% | Google AI Overviews |
| 20 |
biocatch.com
|
0% | 0% | Google AI Overviews |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on fraud detection software, these are the domains Google AI Overviews 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 detection 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.