AEO for fraud detection software: AI search visibility ranking
How AI search engines rank fraud detection software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Risk and fraud platforms used to score transactions, stop abuse, detect account takeovers, and reduce losses across payments, lending, and digital commerce. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When evaluating fraud detection software, AI engines frequently recommend SEON as the leader in the field, with a visibility presence of 50%. Signifyd and Sift follow closely as notable contenders. These brands are consistently highlighted across AI-generated responses, providing buyers with credible starting points for their decision-making process.
The rankings are influenced heavily by citations from key review and aggregator sites such as g2.com and gartner.com. These platforms are most frequently referenced by AI engines for their comprehensive evaluations and user feedback. The presence of community discussions on platforms like reddit.com further contributes to the credibility and variety of opinions available.
For a buyer navigating this list, understanding that AI engines prioritize recent reviews and authoritative third-party validations is crucial. Evaluating the detail and recency of reviews on trusted sites can strengthen your choice. Consider these engines' emphasis on topical authority within fraud detection to align your decision with current industry standards.
At a glance
What we observed in this category
SEON leads the fraud detection software category with a composite score of 42.5, holding 50% visibility and 25% citation rate. Signifyd matches SEON on visibility at 50% but trails sharply on citations at 12.5%, producing a composite gap of 3.7 points. The category average visibility sits at just 9.4%, meaning the top two brands are running at more than five times the average. This concentration at the top is significant because brands ranked 5 and below fall to composite scores of 8.8 or lower, showing a steep drop-off after rank 4.
Stripe Radar presents the clearest divergence between visibility and citation trust. It holds 37.5% visibility, identical to Sift, yet records 0% citations, while Sift earns 12.5% citations at the same visibility level. TransUnion, DataDome, and Riskified show the inverse pattern, each achieving 12.5% citation rates despite 0% visibility, meaning Google AI Mode references them as sources without surfacing them as named recommendations. This named-versus-trusted split reveals that citation and visibility are not interchangeable signals in this category.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit captures a single-engine landscape with no meaningful Bing or Perplexity counterweight. The top cited sources anchor on review and analyst platforms, specifically g2.com and gartner.com, alongside community signals from reddit.com. SEON is the only brand whose own domain (seon.io) appears directly in the top cited sources list, giving it a structural citation advantage that reinforces its composite score lead.
Movers & shakers since last refresh
Biggest visibility risers
-
SEON 12% → 50% · rank #2 → #1+38pp
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Signifyd 12% → 50% · rank #6 → #2+38pp
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Sift 0% → 38% · rank #4 → #3+38pp
Biggest visibility fallers
-
TransUnion 12% → 0% · rank #1 → #6-12pp
-
Riskified 12% → 0% · rank #3 → #8-12pp
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Feedzai 12% → 0% · rank #7 → #9-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
seon.io
|
50% | 25% | Google AI Mode |
SEON leads with a 42.5 composite score, 50% visibility and 25% citation rate, both figures sitting well above the category averages of 9.4% and 4.4% respectively. |
||||
| 2 |
signifyd.com
|
50% | 12% | Google AI Mode |
Signifyd matches SEON on visibility at 50% but its citation rate of 12.5% is half that of SEON, producing a composite score 3.7 points lower despite equal surface presence. |
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| 3 |
sift.com
|
38% | 12% | Google AI Mode |
Sift holds 37.5% visibility and 12.5% citations for a composite of 30.0, and is a notable riser having moved from zero visibility previously to its current position. |
||||
| 4 |
stripe.com
|
38% | 0% | Google AI Mode |
Stripe Radar achieves 37.5% visibility identical to Sift but records zero citations, suggesting Google AI Mode surfaces it in responses without treating its domain as a reference source. |
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| 5 |
forter.com
|
12% | 0% | Google AI Mode |
Forter sits at 12.5% visibility and 0% citations, giving a composite of just 8.8, placing it far behind the top four and just above the zero-score floor of ranks 9 and 10. |
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| 6 |
transunion.com
|
0% | 12% | Google AI Mode |
| 7 |
datadome.co
|
0% | 12% | Google AI Mode |
| 8 |
riskified.com
|
0% | 12% | Google AI Mode |
| 9 |
feedzai.com
|
0% | 0% | Google AI Mode |
| 10 |
featurespace.com
|
0% | 0% | Google AI Mode |
| 11 |
biocatch.com
|
0% | 0% | Google AI Mode |
| 12 |
risk.lexisnexis.com
|
0% | 0% | Google AI Mode |
| 13 |
sardine.ai
|
0% | 0% | Google AI Mode |
| 14 |
persona.id
|
0% | 0% | Google AI Mode |
| 15 |
ekata.com
|
0% | 0% | Google AI Mode |
| 16 |
kount.com
|
0% | 0% | Google AI Mode |
| 17 |
socure.com
|
0% | 0% | Google AI Mode |
| 18 |
experian.com
|
0% | 0% | Google AI Mode |
| 19 |
alloy.com
|
0% | 0% | Google AI Mode |
| 20 |
ravelin.com
|
0% | 0% | Google AI Mode |
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 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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own fraud detection software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for fraud detection software
Who leads AI visibility in fraud detection software?
SEON leads with a composite score of 42.5, driven by 50% visibility and a 25% citation rate. Signifyd shares the same visibility score but trails on citations, giving SEON a clear overall lead.
What sources does Google AI Mode cite most for fraud detection software research?
The top cited sources are g2.com, gartner.com, and reddit.com, with SEON's own domain seon.io also appearing in the cited sources list. No other brand domain appears directly in the top cited sources.
Which brands are gaining AI visibility fastest in this category?
SEON, Signifyd, and Sift are the biggest risers, each recording a visibility delta of plus 37.5 percentage points compared to their previous measurements. Signifyd made the largest rank jump, moving from rank 6 to rank 2.
Which brands have lost AI visibility recently in fraud detection software?
TransUnion fell from rank 1 to rank 6, Riskified dropped from rank 3 to rank 8, and Feedzai slipped from rank 7 to rank 9. All three now hold zero visibility despite retaining some citation presence.
Is there a gap between brands being named by AI and brands being cited as trusted sources?
Yes. Stripe Radar has 37.5% visibility but 0% citations, while TransUnion, DataDome, and Riskified each hold 12.5% citation rates despite zero visibility, confirming that named presence and source citation are measured independently.
How concentrated is AI visibility across the fraud detection software category?
Visibility is heavily concentrated at the top, with the category average at just 9.4%. The top two brands each sit at 50% visibility, more than five times the category average, and brands ranked 5 and below drop to composite scores of 8.8 or lower.