Fraud prevention services: AI search visibility ranking (2026)
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 →
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When buyers ask AI engines about fraud prevention services, Persona comes up most often, appearing in 62.5% of AI-generated answers across ChatGPT, Claude, Perplexity, Gemini, and Google AI. Sift and Kount round out the top three, consistently named alongside Persona when AI engines field questions about identity verification, transaction monitoring, and account protection.
The sources AI engines pull from most heavily include cnbc.com, security.org, aura.com, cnet.com, and youtube.com. These are primarily consumer-facing media and review outlets rather than deep B2B analyst reports, which means brands with strong coverage in mainstream tech and personal finance media tend to rank higher regardless of their enterprise feature depth or actual customer base size.
For a buyer using this page, the practical takeaway is to cross-check AI visibility against third-party validation in your specific subcategory. A brand that dominates consumer fraud coverage may not have the strongest track record in, say, payment fraud for marketplaces or KYC for financial institutions. Look for brands with recent case studies, verified reviews on B2B platforms, and explicit coverage of your use case, not just broad name recognition.
At a glance
What we observed in this categoryauto-generated
Persona dominates this category with a 62.5% visibility score, more than five times higher than any other brand tracked. The next four brands (Sift, Kount, Signifyd, and Sardine) each sit at exactly 12.5% visibility, suggesting a sharp two-tier structure rather than a gradual ranking curve. The category average visibility is just 5.6%, meaning Persona's score is roughly eleven times the average, a gap large enough to indicate near-monopoly presence in AI-generated responses for fraud prevention queries.
Persona's 0.0% citation rate despite its 62.5% visibility score is the most striking divergence in the data. Sift is the only brand achieving parity between visibility and citation, both at 12.5%, making it the sole brand that is both named and sourced. Riskified and SEON present the inverse pattern, scoring 0.0% visibility but 12.5% citation each, meaning Google AI Mode references their content as a source without naming them as recommended vendors in responses.
Google AI Mode is the top engine for every brand in this dataset, with no other engine appearing across all twenty tracked brands. The top cited sources are consumer and media outlets (cnbc.com, forbes.com, cnet.com, security.org, and aura.com) rather than vendor or industry analyst domains. This suggests Google AI Mode anchors fraud prevention answers on editorial and review content, which may explain why brands with strong media presence such as Riskified and SEON earn citation credit without earning direct named visibility.
Movers & shakers since last refresh
Biggest visibility risers
-
Persona 0% → 62% · rank #0 → #1+62pp
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Sift 0% → 12% · rank #0 → #2+12pp
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Kount 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
withpersona.com
|
62% | 0% | Google AI Mode |
Persona leads with 62.5% visibility against a 5.6% category average, but its 0.0% citation rate means it is named in responses without its domain being sourced. |
||||
| 2 |
sift.com
|
12% | 12% | Google AI Mode |
Sift is the only top-5 brand with matching visibility and citation scores (both 12.5%), making it the sole brand earning both naming and sourcing credit simultaneously. |
||||
| 3 |
kount.com
|
12% | 0% | Google AI Mode |
Kount holds 12.5% visibility but 0.0% citation, placing it in the same named-only tier as Signifyd and Sardine, all three sharing an identical composite score of 8.8. |
||||
| 4 |
signifyd.com
|
12% | 0% | Google AI Mode |
Signifyd matches Kount exactly across all three metrics (visibility 12.5%, citation 0.0%, composite 8.8%), indicating no differentiation between these two brands in current AI responses. |
||||
| 5 |
sardine.ai
|
12% | 0% | Google AI Mode |
Sardine ties with Kount and Signifyd at 12.5% visibility and 0.0% citation, suggesting all three occupy an undifferentiated secondary tier well below Persona's dominant position. |
||||
| 6 |
riskified.com
|
0% | 12% | Google AI Mode |
| 7 |
seon.io
|
0% | 12% | Google AI Mode |
| 8 |
forter.com
|
0% | 0% | Google AI Mode |
| 9 |
feedzai.com
|
0% | 0% | Google AI Mode |
| 10 |
datadome.co
|
0% | 0% | Google AI Mode |
| 11 |
fraud.net
|
0% | 0% | Google AI Mode |
| 12 |
unit21.ai
|
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 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 →
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 →
Get your own fraud prevention services 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 services AI visibility
Who leads AI visibility in fraud prevention services?
Persona leads with 62.5% visibility, more than five times the 12.5% visibility of the next four brands. Its composite score of 43.8 is more than three times higher than Sift's second-place score of 12.5.
Which fraud prevention brand is most cited as a source by Google AI Mode?
Sift and Riskified and SEON each carry a 12.5% citation rate, the highest in the category. Sift is unique because it also holds 12.5% visibility, whereas Riskified and SEON earn citation credit with 0.0% named visibility.
What sources does Google AI Mode anchor on for fraud prevention queries?
The top cited domains are editorial and consumer media outlets including cnbc.com, forbes.com, cnet.com, security.org, and aura.com. No vendor or analyst domain appears in the top cited sources list.
How does Persona's citation rate compare to its visibility rate?
Persona has 62.5% visibility but 0.0% citation, meaning Google AI Mode names it frequently in responses but never links its domain as a source.
Are there brands that receive citation credit without being named in AI responses?
Yes. Riskified and SEON both show 0.0% visibility paired with 12.5% citation each, indicating their content is used as a source by Google AI Mode without the brands being recommended by name.
How concentrated is AI visibility across the fraud prevention category?
Visibility is highly concentrated. The category average is 5.6%, and Persona alone holds 62.5%, while five of the ten ranked brands score 0.0% visibility entirely.