AEO for e-commerce fraud prevention software: AI search visibility ranking
How AI search engines rank e-commerce fraud prevention 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. E-commerce fraud prevention software used to detect risky transactions, reduce chargebacks, and protect merchants from account and payment abuse. 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 buyers inquire about E-commerce fraud prevention software, AI engines frequently highlight Riskified as a leader in the field. With a visibility percentage of 37.5, Riskified stands out among top brands like Signifyd and Sift. These brands are often mentioned as trusted solutions in preventing fraudulent activities, showcasing their prominence in the market.
The rankings stem from the top cited sources that AI engines rely on, including adyen.com, fingerprint.com, and signifyd.com. Many of these are aggregator and review sites, providing a broad view of user feedback and expert analysis. This tendency to draw from review platforms suggests a reliance on community-driven insights and real-world user experiences.
For buyers, these rankings highlight the importance of recent reviews and third-party validation. When choosing from the list, consider how AI engines emphasize topical authority within the specific subcategory of E-commerce fraud prevention. Focusing on brands frequently cited by industry experts and users can lead to informed decisions aligned with evolving industry standards.
At a glance
What we observed in this category
Riskified and Signifyd share the top two positions with identical composite scores of 37.5, each recording 37.5% visibility and 37.5% citation. The next closest brand, Sift, scores 21.2, meaning the top pair hold a gap of more than 16 composite points over rank three. Every other brand scores below 17, which means the AI landscape in this category is heavily compressed at the top and effectively bifurcated between two co-leaders and the rest of the field.
Sift and SEON illustrate a clear divergence between being named and being trusted as a source. Sift appears in 25% of responses but is cited in only 12.5%, suggesting the AI mentions it without linking to it as evidence. SEON reverses this pattern, appearing in just 12.5% of responses but earning a 25% citation rate. Stripe Radar is the most extreme case, recording 0% visibility yet a 25% citation rate, meaning the AI references Stripe as a source without naming it as a competing product.
Google AI Mode is the top engine for every brand in the dataset, indicating no meaningful differentiation by engine at this stage. Among external sources the AI anchors on, adyen.com, fingerprint.com, and g2.com appear alongside signifyd.com itself, suggesting the model draws on payment infrastructure content, review platforms, and vendor-owned material. Reddit.com also appears in the top cited sources, pointing to community discussion as an input the AI treats as authoritative for this category.
Movers & shakers since last refresh
Biggest visibility fallers
-
ClearSale 62% → 0% · rank #1 → #8-62pp
-
NoFraud 50% → 12% · rank #5 → #5-38pp
-
Signifyd 62% → 38% · rank #4 → #2-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
riskified.com
|
38% | 38% | Google AI Mode |
Riskified ties Signifyd at a 37.5 composite score, sitting six times above the 6.2% category average visibility, with citation and visibility rates in perfect alignment. |
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| 2 |
signifyd.com
|
38% | 38% | Google AI Mode |
Signifyd matches Riskified at 37.5 composite but fell 25 visibility points from the prior period, while its citation rate rose 37.5 points, showing a shift toward being cited as a source rather than named as a product. |
||||
| 3 |
sift.com
|
25% | 12% | Google AI Mode |
Sift scores 21.2 composite with a 25% visibility rate but only 12.5% citation, a 12.5-point gap suggesting the AI names Sift in responses without consistently linking to its domain as evidence. |
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| 4 |
seon.io
|
12% | 25% | Google AI Mode |
SEON records a citation rate of 25%, double its 12.5% visibility rate, making it the clearest example in the top five of a brand trusted as a reference more than it is surfaced by name. |
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| 5 |
nofraud.com
|
12% | 0% | Google AI Mode |
NoFraud holds a 12.5% visibility rate but a 0% citation rate, and its visibility dropped 37.5 points from the prior period, the second largest absolute decline in the dataset. |
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| 6 |
stripe.com
|
0% | 25% | Google AI Mode |
| 7 |
fraud.net
|
0% | 12% | Google AI Mode |
| 8 |
clear.sale
|
0% | 12% | Google AI Mode |
| 9 |
accertify.com
|
0% | 12% | Google AI Mode |
| 10 |
ravelin.com
|
0% | 12% | Google AI Mode |
| 11 |
forter.com
|
0% | 0% | Google AI Mode |
| 12 |
kount.com
|
0% | 0% | Google AI Mode |
| 13 |
sardine.ai
|
0% | 0% | Google AI Mode |
| 14 |
datadome.co
|
0% | 0% | Google AI Mode |
| 15 |
bolt.com
|
0% | 0% | Google AI Mode |
| 16 |
ethoca.com
|
0% | 0% | Google AI Mode |
| 17 |
chargeflow.io
|
0% | 0% | Google AI Mode |
| 18 |
vesta.io
|
0% | 0% | Google AI Mode |
| 19 |
visa.com
|
0% | 0% | Google AI Mode |
| 20 |
checkout.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on e-commerce 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 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 e-commerce fraud prevention 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 e-commerce fraud prevention software
Who leads AI visibility in e-commerce fraud prevention software?
Riskified and Signifyd share the top position with identical composite scores of 37.5 and visibility rates of 37.5%, well above every other brand in the category.
How concentrated is AI visibility in this category?
It is highly concentrated: the top two brands score 37.5 composite each, while the category average visibility is just 6.2%, and 11 of the 20 brands in the full dataset record 0% visibility.
Which brands are cited by AI without being named as products?
Stripe Radar is the clearest example, recording a 25% citation rate alongside 0% visibility, meaning Google AI Mode references Stripe content without surfacing it as a named fraud prevention product.
What external sources does Google AI Mode anchor on for this category?
The top cited external sources include adyen.com, fingerprint.com, g2.com, bureau.id, idenfy.com, and reddit.com, alongside vendor-owned domains such as signifyd.com.
Which brand has seen the biggest AI visibility decline in this category?
ClearSale dropped from a previous visibility of 62.5% to 0%, a fall of 62.5 points, and moved from rank one to rank eight between the two audit periods.
Is there any brand where citation rate significantly outpaces visibility rate?
SEON shows the clearest gap among named products, with a 25% citation rate against a 12.5% visibility rate, while Stripe Radar shows the most extreme version of this pattern across the full dataset.