Fraud detection software: AI search visibility ranking (2026)
How AI search engines rank fraud detection software 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. 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 AI engines like ChatGPT, Claude, and Perplexity answer questions about fraud detection software, TransUnion comes up most often, appearing in 12.5% of AI visibility across the 20 brands tracked and earning citations in 25% of relevant AI responses. SEON and Riskified round out the top three, appearing consistently across multiple AI platforms when buyers search for fraud prevention solutions.
The rankings reflect which sources AI engines trust most when forming answers. The top cited domains include gartner.com (a major analyst and review aggregator), supervizor.com, fraudio.com, shadowdragon.io, and trustmi.ai. When aggregator and specialist review sites dominate citations this way, it means brands with strong third-party coverage on those platforms earn outsized AI visibility, regardless of how well-known they are in traditional marketing channels.
For buyers using this page, pay attention to which brands have strong coverage on the cited sources above, particularly Gartner, where reviews and quadrant placements carry real weight with AI engines. A brand ranked lower here may still be the right fit for your specific use case (account takeover, payment fraud, or identity verification), so check whether its AI citations align with your particular subcategory before making a shortlist decision.
At a glance
What we observed in this category
TransUnion leads the fraud detection software category with a composite score of 16.2, ahead of SEON and Riskified who are tied at 12.5. The gap matters because TransUnion achieves this lead primarily through citation advantage (25.0% citation rate versus the 6.2% category average), meaning Google AI Mode not only names the brand but actively sources it. No other brand in the top five combines high visibility with high citation in the same way, making TransUnion's position structurally stronger than its visibility score alone suggests.
Sift presents the sharpest divergence between visibility and citation in the dataset. It records 0.0% visibility yet holds the highest citation rate of any brand at 37.5%, producing a composite score of 11.2 that places it fourth overall. Kount shows the inverse pattern, appearing in 12.5% of responses but receiving zero citations. This split confirms that being named in an AI response and being used as a trusted source are distinct outcomes, and several brands in this category achieve one without the other.
Google AI Mode is the top engine for every brand in the dataset, suggesting this category's AI visibility is concentrated on a single engine rather than distributed across platforms. The top cited sources list includes third-party domains such as supervizor.com, fraudio.com, gartner.com, and complyadvantage.com alongside brand-owned domains like sift.com and transunion.com. This indicates Google AI Mode anchors its responses on a mix of analyst, comparison, and vendor content rather than relying solely on brand websites.
Movers & shakers since last refresh
Biggest visibility risers
-
TransUnion 0% → 12% · rank #3 → #1+12pp
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SEON 0% → 12% · rank #1 → #2+12pp
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Riskified 0% → 12% · rank #2 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
transunion.com
|
12% | 25% | Google AI Mode |
TransUnion leads with a composite score of 16.2, driven by a 25.0% citation rate that is more than four times the 6.2% category average. |
||||
| 2 |
seon.io
|
12% | 12% | Google AI Mode |
SEON matches TransUnion on visibility at 12.5% but scores only 12.5% on citations, giving it a composite of 12.5 and no citation premium over peers. |
||||
| 3 |
riskified.com
|
12% | 12% | Google AI Mode |
Riskified is tied with SEON at a 12.5 composite score, with identical visibility and citation rates, offering no differentiation from SEON in the AI landscape. |
||||
| 4 |
sift.com
|
0% | 38% | Google AI Mode |
Sift holds the highest citation rate in the category at 37.5% despite 0.0% visibility, signalling strong source trust without consistent named presence in AI responses. |
||||
| 5 |
kount.com
|
12% | 0% | Google AI Mode |
Kount appears in 12.5% of AI responses but receives zero citations, scoring 8.8 composite, which is below the visibility it earns due to complete absence as a cited source. |
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| 6 |
signifyd.com
|
12% | 0% | Google AI Mode |
| 7 |
feedzai.com
|
12% | 0% | Google AI Mode |
| 8 |
featurespace.com
|
12% | 0% | Google AI Mode |
| 9 |
socure.com
|
0% | 12% | Google AI Mode |
| 10 |
experian.com
|
0% | 12% | Google AI Mode |
| 11 |
forter.com
|
0% | 12% | Google AI Mode |
| 12 |
alloy.com
|
0% | 0% | Google AI Mode |
| 13 |
biocatch.com
|
0% | 0% | Google AI Mode |
| 14 |
risk.lexisnexis.com
|
0% | 0% | Google AI Mode |
| 15 |
sardine.ai
|
0% | 0% | Google AI Mode |
| 16 |
stripe.com
|
0% | 0% | Google AI Mode |
| 17 |
datadome.co
|
0% | 0% | Google AI Mode |
| 18 |
persona.id
|
0% | 0% | Google AI Mode |
| 19 |
ekata.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 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 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.
Frequently asked about fraud detection software AI visibility
Who leads AI visibility in fraud detection software?
TransUnion leads with a composite score of 16.2, combining 12.5% visibility with a 25.0% citation rate. No other brand in the category achieves that combination of both metrics simultaneously.
Which fraud detection brand is most cited by Google AI Mode even though it rarely appears by name?
Sift has a 37.5% citation rate, the highest in the category, despite recording 0.0% visibility. This means Google AI Mode uses Sift as a source without consistently naming it in responses.
What sources does Google AI Mode anchor on for fraud detection software research?
The top cited sources include supervizor.com, fraudio.com, gartner.com, complyadvantage.com, sift.com, and transunion.com, combining third-party analyst and comparison sites with select vendor domains.
How does the average visibility in this category compare to the leading brands?
The category average visibility is 4.4%, while the top eight ranked brands each record either 12.5% or 0.0%, showing a highly polarised distribution with no mid-range performers.
Are there brands with high visibility but no citation presence in this category?
Yes. Kount, Signifyd, Feedzai, and Featurespace all record 12.5% visibility but 0.0% citation rates, meaning they appear in AI responses but are not used as trusted sources.
Which engine dominates AI visibility for fraud detection software brands?
Google AI Mode is the top engine for every brand in the dataset, indicating that AI visibility in this category is currently concentrated on a single platform.