AEO for fraud prevention services: AI search visibility ranking
How AI search engines rank fraud prevention services 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 service providers helping businesses reduce payment abuse, account fraud, identity attacks, and transaction risk across digital channels. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Download this AEO ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
When buyers query AI engines about Fraud prevention services, Persona emerges as the leader, with 87.5 percent visibility among various brands. Sift and Riskified are also frequently mentioned. This prominent visibility reflects their reputation in the fintech sector, providing prospective buyers with a clear leader in the domain.
AI rankings for fraud prevention services rely heavily on citations from sources like security.org, youtube.com, and g2.com. These platforms are authoritative in reviews and discussions about security technology. This focus indicates that when AI engines rank Persona and others, they're drawing from a combination of expert opinions, consumer feedback, and industry analyses.
For buyers evaluating fraud prevention services, it's crucial to consider recent reviews and third-party validation as prioritized by AI engines. These elements underscore a brand's topical authority and credibility within the specific subcategory. Persona, with its impressive visibility, benefits from consistent positive feedback and authoritative sources, making it a reliable option for your fraud prevention needs.
At a glance
What we observed in this category
Persona leads the fraud prevention services category with a visibility score of 87.5%, more than double the next closest brand, Sift, at 37.5%. The category average visibility sits at just 11.2%, making Persona's score roughly eight times the mean. This gap is structurally significant: Persona appears in AI Mode responses far more consistently than any peer, which means buyers encountering AI-generated answers are disproportionately exposed to Persona as the default frame of reference for this category.
A sharp divergence exists between visibility and citation across the top brands. Persona and Sift hold the two highest visibility scores yet both carry a 0.0% citation rate, meaning Google AI Mode names them frequently but does not link out to their domains. Riskified, Kount, and Signifyd each score 25.0% visibility and 12.5% citation, suggesting a second tier where brands are named and sourced. Fraud.net and Unit21 invert this pattern entirely, holding 0.0% visibility but 12.5% citation each.
Google AI Mode is the top engine for every brand in the dataset, confirming that this category's AI visibility landscape is almost entirely determined by a single engine. The cited sources anchoring AI responses include review and research platforms such as g2.com and gartner.com, general consumer security outlets such as security.org and cnet.com, and news sources such as forbes.com. The presence of youtube.com and shadowdragon.io alongside bureau.id suggests the AI is pulling from a varied and non-specialist source mix.
Movers & shakers since last refresh
Biggest visibility risers
-
Persona 62% → 88% · rank #1 → #1+25pp
-
Sift 12% → 38% · rank #2 → #2+25pp
-
Riskified 0% → 25% · rank #6 → #3+25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
withpersona.com
|
88% | 0% | Google AI Mode |
Persona's 87.5% visibility and composite score of 61.2 place it far ahead of every peer, yet its 0.0% citation rate means AI Mode names it without linking to its domain. |
||||
| 2 |
sift.com
|
38% | 0% | Google AI Mode |
Sift sits at 37.5% visibility, more than three times the 11.2% category average, but its citation rate dropped 12.5 points to zero, removing it from direct AI sourcing. |
||||
| 3 |
riskified.com
|
25% | 12% | Google AI Mode |
Riskified jumped from rank 6 to rank 3, growing visibility from 0.0% to 25.0%, and is one of only three brands that AI Mode both names and cites at 12.5%. |
||||
| 4 |
kount.com
|
25% | 12% | Google AI Mode |
Kount matches Riskified and Signifyd exactly at 25.0% visibility, 12.5% citation, and a composite score of 21.2, placing it firmly in the tied second-tier cluster. |
||||
| 5 |
signifyd.com
|
25% | 12% | Google AI Mode |
Signifyd shares identical scores with Kount and Riskified across all metrics, making differentiation within this three-way tie impossible from AI Mode data alone. |
||||
| 6 |
sardine.ai
|
12% | 0% | Google AI Mode |
| 7 |
seon.io
|
12% | 0% | Google AI Mode |
| 8 |
fraud.net
|
0% | 12% | Google AI Mode |
| 9 |
unit21.ai
|
0% | 12% | Google AI Mode |
| 10 |
forter.com
|
0% | 0% | Google AI Mode |
| 11 |
feedzai.com
|
0% | 0% | Google AI Mode |
| 12 |
datadome.co
|
0% | 0% | Google AI Mode |
| 13 |
arkoselabs.com
|
0% | 0% | Google AI Mode |
| 14 |
ekata.com
|
0% | 0% | Google AI Mode |
| 15 |
socure.com
|
0% | 0% | Google AI Mode |
| 16 |
veriff.com
|
0% | 0% | Google AI Mode |
| 17 |
biocatch.com
|
0% | 0% | Google AI Mode |
| 18 |
featurespace.com
|
0% | 0% | Google AI Mode |
| 19 |
emailage.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 prevention services, 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 30 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own fraud prevention services 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 prevention services
Who leads AI visibility in fraud prevention services?
Persona leads with 87.5% visibility, a composite score of 61.2, and a visibility delta of plus 25.0 points versus the prior period. No other brand comes close, with second-placed Sift sitting at 37.5%.
Which brands are cited by AI sources in fraud prevention, not just named?
Riskified, Kount, and Signifyd each carry a 12.5% citation rate, as do Fraud.net and Unit21. Persona and Sift, despite higher visibility, have 0.0% citation rates.
What sources does Google AI Mode anchor on when answering fraud prevention queries?
The top cited sources include security.org, g2.com, gartner.com, forbes.com, cnet.com, youtube.com, bureau.id, and shadowdragon.io, a mix of review platforms, analyst sites, and general consumer media.
How does the category average visibility compare to the top brand?
The category average visibility is 11.2%, while Persona sits at 87.5%, meaning the top brand is approximately 7.8 times more visible than the average across all 20 brands.
Which brands show the most momentum in AI visibility growth?
Persona, Sift, and Riskified are the only brands recorded as visibility risers, each gaining 25.0 percentage points. Riskified also moved up three rank positions, from 6 to 3.
Is AI visibility in fraud prevention concentrated or spread across many brands?
Visibility is highly concentrated: Persona alone accounts for the dominant share, and 10 of the 20 brands in the dataset hold a composite score of 3.8 or below, with several at zero.