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France edition · 10 products ranked · Verified 2026-05-18

Top 10 Fraud Detection Software in France for 2026

Independent French fraud detection ranking: ACPR and Tracfin AML, RGPD on behavioral biometric data, and Marble as the emerging French anti-fraud champion.

France verdict (TL;DR)

Verified 2026-05-18

France's fraud detection market is anchored by the French fintech ecosystem (Qonto, Lydia/Sumeria, Younited, Alan, PayFit, Luko) and shaped by ACPR (AML regulation) and RGPD (biometric data restrictions). ComplyAdvantage dominates the AML and Tracfin reporting layer for French fintech. Sift and Sardine are the primary broad-surface fraud choices at French fintech and marketplaces. Stripe Radar covers French Stripe-anchored commerce. The RGPD (CNIL enforcement) creates specific friction for behavioral biometric fraud detection: typing cadence analysis and mouse movement tracking may be personal data under RGPD requiring consent and data minimisation. French fintech buyers are consequently more cautious about behavioral biometrics than UK or US peers, and prefer fraud vendors who can demonstrate explicit RGPD DPAs and data minimisation by design. Marble (Paris) is the emerging French-built AML and anti-fraud automation platform, the honest local champion for French ACPR/Tracfin compliance workflows in growing French fintech. For buyers in France, the combination of ComplyAdvantage for AML plus Sift for transactional fraud is the most common architecture at French mid-market fintech; Marble is the right answer for French companies wanting a local, French-language vendor with native ACPR/Tracfin integration.

Picks for France

  • French fintech and FCA-regulated financial services needing AML and Tracfin reporting: complyadvantage Dominant AML SaaS for French fintech. Sanctions, PEP, adverse media, and transaction monitoring. Tracfin-aware suspicious transaction reporting workflows. ACPR-aligned CDD documentation. Used across French fintech cohort.
  • French fintech and marketplaces wanting broad-surface fraud coverage beyond AML: sift Strong French fintech references. Broad surface coverage: payments, account, content, promo abuse. EU data residency available. RGPD DPA available. Right for French fintech wanting fraud beyond AML.
  • French fintech wanting fraud plus AML unified with behavioral biometrics: sardine Fraud plus AML unified. Modern behavioral biometrics and device intelligence. EU data residency. Growing French fintech references. Right for French neobanks wanting both surfaces with RGPD-compliant behavioral analytics.
  • French businesses on Stripe wanting bundled payment fraud: stripe-radar Native to Stripe. EUR transaction volume feeds Stripe-wide network signal. Public pricing. Zero extra integration for Stripe-anchored French SaaS and commerce.
Market context

How the fraud detection software market looks in France

France's fraud detection market has a distinctive RGPD-shaped character. While the UK, US, and even Germany have converged on behavioral biometrics as the primary 2026 fraud detection differentiator, France's CNIL enforcement of RGPD Article 9 (special category data) creates genuine uncertainty about whether behavioral biometric data (typing cadence, touch pressure, swipe velocity) requires explicit consent or falls under legitimate interest. The CNIL has not issued definitive guidance specifically on behavioral biometrics used in fraud prevention, but its general stance on biometric data is conservative. French fintech buyers consequently scrutinise RGPD DPAs and data minimisation documentation from fraud vendors more carefully than peers elsewhere.

ACPR (Autorité de contrôle prudentiel et de résolution) oversees AML compliance for French banks, payment institutions, e-money institutions, and crypto asset service providers (PSAN). Tracfin (Traitement du renseignement et action contre les circuits financiers clandestins) is the French financial intelligence unit: regulated entities must file suspicious activity reports (déclarations de soupçon, DS) with Tracfin for suspicious transactions above thresholds. ComplyAdvantage is the dominant SaaS platform at French fintech for this workflow because it covers the Tracfin-specific reporting format alongside EU-wide AML data (OFAC, UN, FATF, Europol, French national PEP lists).

Marble (Paris) is the emerging French-built champion. Founded 2022, Marble is positioning as the AML and anti-fraud automation platform for French and European financial services, with native French-language interface, ACPR and Tracfin-aligned documentation, and an automation-first approach to reducing manual case review. It is early-stage relative to ComplyAdvantage but is the only genuinely French-built fraud/AML SaaS with real French regulatory alignment. French fintech buying for the first time or wanting to maintain French data sovereignty should evaluate Marble alongside ComplyAdvantage before defaulting to a London or US vendor.

Compliance & local rules

ACPR AML/CTF: French financial institutions regulated by ACPR (banks, payment institutions, e-money institutions, PSAN crypto) must implement CDD per French transposition of EU AMLD6; transaction monitoring and suspicious transaction reporting (déclarations de soupçon) to Tracfin is mandatory. Tracfin reporting: DS filings must meet Tracfin format and content requirements; ComplyAdvantage and Marble provide Tracfin-aligned case management. RGPD (GDPR): behavioral biometric data (typing cadence, touch patterns, mouse movement) is potentially Article 9 special category data or at minimum personal data under RGPD Article 4; CNIL expects data minimisation, purpose limitation, and robust consent flows; RGPD DPA (Article 28) required for any fraud vendor processing behavioral data of French users. EU AI Act (effective 2024-2026 by category): real-time remote biometric identification is prohibited in public spaces; behavioral biometric fraud detection for financial services is not prohibited but may be high-risk AI requiring conformity assessment. DSP2/PSD2: strong customer authentication (SCA) requirements apply to European payment transactions; fraud-based SCA exemptions (transaction risk analysis, TRA) require documented fraud rate thresholds; Stripe Radar, Sift, and Sardine all support TRA-exempt SCA flows.

At a glance

Quick comparison, ranked for France

Product Best for Starts at 10-emp/mo* Pricing G2 Geo
4 ComplyAdvantage
Fintech, payments, regulated buyers
Quote - 4.5 Global; strongest in UK, EU, US, SG
1 Sift
Fintech, marketplaces, digital-first commerce
Quote - 4.5 Global; strongest in US, EU, UK
3 Sardine
Fintech, crypto, neobanks
Quote - 4.6 Global; strongest in US, EU, UK, LATAM crypto
2 Stripe Radar
Stripe-anchored digital commerce, SaaS, fintech
$0 $0 4.5 Global wherever Stripe operates
5 Riskified
E-commerce mid-market and enterprise
Quote - 4.4 Global; strongest in US, EU, UK, IL
7 Signifyd
Mid-market e-commerce retailers
Quote - 4.5 Global; strongest in US, EU, UK
6 Forter
Enterprise e-commerce
Quote - 4.4 Global; strongest in US, EU, UK
8 Kount
Banks, processors, mid-market merchants on Equifax
Quote - 4.1 Global; strongest in US, UK, EU
9 Arkose Labs
Consumer platforms, gaming, large-scale digital services
Quote - 4.6 Global; strongest in US, EU, UK, AU
10 Castle
Product engineering teams at SaaS, fintech, consumer companies
$0 $0 4.5 Global; strongest in US, EU

*10-employee monthly cost = base fee + (per-employee × 10) using the lowest published tier. For opaque-pricing vendors, no value is shown.

Verified local pricing

What buyers in France actually pay

Median annual deal size by employee band, in EUR. Crowdsourced from anonymized buyer disclosures.

Product Employee band Median annual (EUR) Sample Notes
ComplyAdvantage French fintech (50-500 employees) €84,000 42 AML + sanctions + Tracfin workflow; EUR-billed
Sift French fintech or marketplace (200-1,000 employees) €108,000 27 Broad-surface fraud; USD-billed; EUR equivalent; EU data residency
Sardine French fintech wanting fraud + AML (50-500 employees) €96,000 18 Fraud + AML unified; USD-billed; EU data residency; EUR equivalent
Stripe Radar French Stripe-anchored commerce (10-500 employees) €14,400 78 EUR payment volume; $0.05/screened transaction; EUR equivalent
Local challengers

France-built or France-strong vendors worth knowing

Not yet ranked in our global top 10, but credible options for France buyers and worth a shortlist.

Marble

Visit ↗

Paris-built. Emerging French AML and anti-fraud automation platform. Native French-language interface. ACPR and Tracfin-aligned documentation. Automation-first case management. The honest French-built alternative to ComplyAdvantage for French regulatory workflows.

Excluded for France

Global picks that don't fit here

  • Kount
    Kount's Equifax-anchored US merchant network signal has minimal France-specific fraud data. Equifax has limited French consumer data. Not a first-choice for French buyers; use Sift, Sardine, or Marble instead.
  • Forter
    Forter's cross-merchant retail network is concentrated in US retail. Thin French retail network signal. Not competitive in France relative to Sift, Sardine, or Signifyd for French e-commerce fraud.
The France ranking

All 10, ranked for France

Same intelligence as the global ranking, vendor trust, review patterns, verified pricing, compliance, reordered for the France market.

#4

ComplyAdvantage

AML and sanctions screening specialist for fintech and regulated buyers.

Founded 2014 · London, UK · private · 50–5,000+ employees
G2 4.5 (320)
Capterra 4.4
Custom quote
○ Sales call required
Visit ComplyAdvantage

ComplyAdvantage is the AML and sanctions screening specialist, founded 2014 in London. The company raised a $70M Series C extension in 2022 putting cumulative funding past $462M, with investors including Goldman Sachs, Ontario Teachers, and Index Ventures. The product covers sanctions screening, PEP screening, adverse media monitoring, transaction monitoring, and customer due diligence. Strengths: AML-specialist depth (sanctions, PEP, adverse media curated by ComplyAdvantage in-house), strong fit for fintech and regulated buyers, GDPR-native (UK origin), and clear AML compliance positioning. Best fit for fintech, payments firms, and regulated buyers where AML is the primary need. Trade-offs: pure-play AML (does not cover payment fraud scoring or e-commerce chargeback), Support depends on tier, and integration with broader fraud stacks requires a second vendor.

Best for

Fintech, payments firms, neobanks, and regulated buyers (50-5,000+ employees) where AML, sanctions, and PEP screening are the primary needs.

Worst for

Pure payment fraud (Sift / Stripe Radar / Forter better), e-commerce chargeback (Riskified / Signifyd / Forter better), or buyers wanting fraud + AML in one vendor (Sardine better).

Strengths

  • AML-specialist depth (sanctions, PEP, adverse media)
  • Curated screening lists in-house
  • Strong fit for fintech and regulated buyers
  • GDPR-native (UK origin)
  • Clear AML compliance positioning
  • Mature transaction monitoring

Weaknesses

  • Pure-play AML, does not cover payment fraud
  • Does not cover e-commerce chargeback
  • Integration with broader fraud stack needs second vendor
  • Support depends on tier
  • Implementation 2-4 months for full deployment

Pricing tiers

opaque
  • ComplyAdvantage Screening
    ~$40K-$120K/year typical for sanctions + PEP
    Quote
  • ComplyAdvantage Monitoring
    $80K-$240K/year for ongoing screening + adverse media
    Quote
  • ComplyAdvantage Mesh (full AML)
    $200K-$600K+/year for full transaction monitoring + screening
    Quote
Watch for
  • · Per-query screening fees at scale
  • · Adverse media curation add-ons
  • · Implementation services
  • · Annual price increases

Key features

  • +Sanctions screening (OFAC, EU, UN, UK HMT, others)
  • +PEP screening
  • +Adverse media monitoring
  • +Transaction monitoring
  • +Customer due diligence
  • +In-house curated screening lists
  • +100+ integrations
100+ integrations
StripePlaidAlloyMarqetaSalesforceOnfido
Geography
Global; strongest in UK, EU, US, SG
#1

Sift

Modern Digital Trust + Safety leader across payments, account, and content surfaces.

Founded 2011 · San Francisco, CA · private · 200–10,000+ employees
G2 4.5 (720)
Capterra 4.4
Custom quote
○ Sales call required
Visit Sift

Sift is the modern fraud detection category leader, founded 2011. Last raised $50M+ in 2021 with backing including Insight Partners, with prior 2016 Series D ($30M) and 2019 round at over $1B. The product is positioned as a Digital Trust + Safety platform covering payment fraud, account fraud, content abuse, promo abuse, and dispute automation. Strengths: broad surface coverage in one platform (payments + account + content + promo), strongest cross-merchant network signal in modern fraud, mature AI-driven scoring (Sift uses a unified machine-learning model fed by network-wide signal), workflows builder for risk-ops customization, and clear developer experience. Best fit for fintech, marketplaces, and digital-first commerce wanting one fraud platform across multiple risk surfaces. Trade-offs: pricing is meaningful and scales with event volume (mid-market deals commonly land $100K-$400K/year), Support quality varies by tier, and AML coverage is shallower than Sardine or ComplyAdvantage so AML-heavy fintechs often run a second vendor.

Best for

Fintech, marketplaces, and digital-first commerce (200-10,000+ employees) wanting one fraud platform across payments, account, content, and promo abuse surfaces with cross-merchant network signal.

Worst for

AML-primary fintech (Sardine or ComplyAdvantage better), Stripe-bundled buyers wanting one vendor (Stripe Radar simpler), or pure bot-management need (Arkose Labs better).

Strengths

  • Broadest surface coverage in modern fraud (payments + account + content + promo)
  • Strongest cross-merchant network signal among modern fraud platforms
  • Mature unified AI scoring model
  • Workflows builder for risk-ops customization
  • Clear developer experience and SDK quality
  • Strong fit for fintech and marketplaces

Weaknesses

  • Pricing scales fast with event volume
  • Support quality varies by tier
  • AML coverage shallower than Sardine / ComplyAdvantage
  • Enterprise contracts push 2-3 year commits
  • Implementation 2-4 months for full surface coverage

Pricing tiers

opaque
  • Sift Payment Protection
    ~$60K-$200K/year typical
    Quote
  • Sift Account Defense
    $80K-$250K/year
    Quote
  • Sift Digital Trust + Safety (full platform)
    $200K-$800K+/year for full surface coverage
    Quote
Watch for
  • · Event-volume overage fees
  • · Implementation services ($25K-$150K)
  • · Annual price increases of 6-10%
  • · Workflows / decisioning add-ons at higher tiers

Key features

  • +Unified AI scoring across all surfaces
  • +Workflows builder (no-code decisioning)
  • +Cross-merchant network signal
  • +Payment fraud scoring
  • +Account takeover detection
  • +Content abuse and promo abuse
  • +Dispute automation
  • +150+ integrations
150+ integrations
StripeAdyenBraintreeShopifySalesforceSegmentSnowflakeTwilio
Geography
Global; strongest in US, EU, UK
#3

Sardine

Modern unified fraud + AML platform with device intelligence and behavioral biometrics.

Founded 2020 · San Francisco, CA · private · 50–2,000+ employees
G2 4.6 (240)
Capterra 4.5
Custom quote
○ Sales call required
Visit Sardine

Sardine is the modern unified fraud + AML platform, founded 2020 by ex-Coinbase, ex-Revolut, and ex-PayPal operators. The company raised $70M Series C in 2024 with cumulative funding north of $250M including Andreessen Horowitz, Visa, and Activant. The product combines device intelligence, behavioral biometrics, transaction monitoring, sanctions screening, and case management in one platform. Strengths: fraud + AML unified (rare in the category), modern behavioral biometrics and device intelligence, strong fit for fintech and crypto, fast time-to-value relative to legacy AML stacks, and aggressive product velocity. Best fit for fintech, crypto, and neobanks wanting fraud + AML in one vendor. Trade-offs: smaller installed base than Sift, e-commerce coverage shallower than Forter / Signifyd / Riskified, and pricing is opaque (typical $80K-$300K/year mid-market deals).

Best for

Fintech, crypto, and neobanks (50-2,000+ employees) wanting fraud + AML unified with modern device intelligence and behavioral biometrics.

Worst for

Pure e-commerce fraud (Forter / Signifyd / Riskified better), Stripe-bundled commerce (Stripe Radar simpler), or pure AML without fraud (ComplyAdvantage cheaper).

Strengths

  • Fraud + AML unified in one platform
  • Modern device intelligence and behavioral biometrics
  • Strong fit for fintech and crypto
  • Fast time-to-value relative to legacy AML
  • Aggressive product velocity
  • Founder-operator DNA (ex-Coinbase, Revolut, PayPal)

Weaknesses

  • Smaller installed base than Sift
  • E-commerce coverage shallower than Forter / Signifyd
  • Pricing opaque
  • Support depends on tier
  • Younger vendor (2020-founded) for risk-averse enterprises

Pricing tiers

opaque
  • Sardine Fraud
    ~$60K-$180K/year typical
    Quote
  • Sardine AML
    $80K-$240K/year
    Quote
  • Sardine Unified (Fraud + AML)
    $180K-$600K+/year for full platform
    Quote
Watch for
  • · Event-volume overage
  • · Implementation services
  • · Sanctions screening per-query add-ons
  • · Case management seats at scale

Key features

  • +Device intelligence
  • +Behavioral biometrics
  • +Transaction monitoring
  • +Sanctions and PEP screening
  • +Case management
  • +Crypto-specific risk signals
  • +Fraud + AML unified data model
  • +80+ integrations
80+ integrations
StripePlaidVisaCoinbaseMoonPayAlloyPersona
Geography
Global; strongest in US, EU, UK, LATAM crypto
#2

Stripe Radar

Fraud module of Stripe, bundled with payments for digital-first commerce.

Founded 2010 · San Francisco, CA / Dublin, Ireland · private · 10–5,000+ employees
G2 4.5 (620)
Capterra 4.5
From $0 /mo
● Transparent pricing
Visit Stripe Radar

Stripe Radar is the fraud module of Stripe, the payments platform last valued $91.5B in February 2024. Radar runs natively against the Stripe ledger and uses signal from the Stripe network (hundreds of billions of dollars in processed volume) to score payment risk. Strengths: native to Stripe payments (no separate integration if you already process with Stripe), strong network signal from Stripe-wide transaction data, public pricing (Radar for Fraud Teams at 5 cents per screened transaction on top of payment fees), clean developer experience consistent with Stripe SDKs, and minimal incremental engineering once Stripe is integrated. Best fit for digital-first commerce, SaaS, and fintech that already runs on Stripe. Trade-offs: only covers Stripe-processed payments (does not score off-Stripe events like login, signup, or non-payment risk), customization depth below Sift, and rules-engine UX is more constrained than dedicated risk-ops platforms.

Best for

Digital-first commerce, SaaS, and fintech (10-5,000+ employees) already processing on Stripe, who want payment fraud scoring as part of the same vendor relationship.

Worst for

Buyers on Adyen / Braintree / multi-processor stacks (Sift or Forter better), buyers needing account fraud or non-payment risk surfaces (Sift better), or buyers needing AML (Sardine / ComplyAdvantage).

Strengths

  • Native to Stripe payments
  • Strong network signal from Stripe-wide volume
  • Public per-transaction pricing
  • Clean developer experience consistent with Stripe
  • Minimal incremental engineering if already on Stripe
  • Tied to Stripe roadmap and reliability

Weaknesses

  • Only covers Stripe-processed payments
  • Does not score off-Stripe events (login, signup, content)
  • Customization depth below Sift
  • Rules-engine UX more constrained than dedicated platforms
  • Tied to Stripe vendor relationship

Pricing tiers

public
  • Radar (included)
    Included with Stripe payments at no extra charge for basic risk scoring
    $0 /mo
  • Radar for Fraud Teams
    $0.05 per screened transaction on top of payment fees, adds rules engine and review queue
    $0 /mo
Watch for
  • · Stripe payment processing fees apply separately
  • · Chargeback fees on contested transactions
  • · No volume discounts published below enterprise

Key features

  • +Native to Stripe payments
  • +Network signal from Stripe-wide volume
  • +Rules engine (Fraud Teams tier)
  • +Review queue for risk-ops
  • +Dynamic 3DS triggering
  • +Radar Risk Insights dashboard
  • +Stripe SDK consistency
50+ integrations
Stripe CheckoutStripe PaymentsStripe BillingStripe ConnectShopify (via Stripe)Webflow
Geography
Global wherever Stripe operates
#5

Riskified

E-commerce chargeback guarantee leader; public-market struggles signal category shift.

Founded 2012 · Tel Aviv, Israel / New York, NY · public · 500–50,000+ employees
G2 4.4 (420)
Capterra 4.3
Custom quote
○ Sales call required
Visit Riskified

Riskified is the e-commerce chargeback guarantee leader, founded 2012 in Tel Aviv. The company IPOed on NYSE in July 2021 at a peak market cap above $7B. As of 2026 the stock has declined roughly 80% from that 2021 IPO peak, and the public-market read on guarantee-based e-commerce fraud economics is increasingly skeptical, weigh vendor stability before signing multi-year commits. The product covers e-commerce payment fraud with a chargeback guarantee model (Riskified absorbs the chargeback if it approves a transaction that turns out fraudulent). Strengths: deep e-commerce specialization, chargeback guarantee shifts risk off the merchant, mature Shopify Plus / Magento / Salesforce Commerce integration, and strong Tier 1 retailer installed base. Best fit for mid-market and enterprise e-commerce retailers wanting chargeback guarantee. Trade-offs: stock decline raises vendor-stability questions, narrower than Sift outside e-commerce, pricing scales with approved transaction volume, and guarantee model economics have come under pressure since 2022.

Best for

Mid-market and enterprise e-commerce retailers (500-50,000+ employees) on Shopify Plus / Magento / Salesforce Commerce wanting chargeback guarantee.

Worst for

Fintech / marketplaces / non-e-commerce (Sift better), Stripe-anchored commerce (Stripe Radar simpler), AML need (ComplyAdvantage / Sardine), or buyers concerned about vendor stability for multi-year commits.

Strengths

  • Deep e-commerce specialization
  • Chargeback guarantee model shifts risk off merchant
  • Mature Shopify Plus / Magento / Salesforce Commerce integration
  • Strong Tier 1 retailer installed base
  • Public-company financial transparency

Weaknesses

  • Stock down roughly 80% from 2021 IPO peak, vendor-stability question for multi-year commits
  • Narrower than Sift outside e-commerce
  • Pricing scales with approved transaction volume
  • Guarantee model economics under pressure since 2022
  • No native AML or off-payment fraud scoring

Pricing tiers

opaque
  • Riskified Chargeback Guarantee
    ~0.5%-2% of approved transaction volume, deal-specific
    Quote
  • Riskified Account Secure
    Account fraud scoring, ~$60K-$200K/year typical
    Quote
  • Riskified Policy Protect
    Policy abuse, returns abuse, $80K-$250K/year
    Quote
Watch for
  • · Chargeback guarantee scales with approved volume
  • · Implementation services
  • · Annual price renegotiation tied to volume
  • · Additional product modules priced separately

Key features

  • +Chargeback guarantee model
  • +E-commerce payment fraud scoring
  • +Account takeover detection
  • +Policy abuse and returns abuse
  • +Shopify Plus / Magento / Salesforce Commerce integration
  • +Tier 1 retailer network signal
  • +90+ integrations
90+ integrations
Shopify PlusMagentoSalesforce Commerce CloudBigCommerceStripeAdyenBraintree
Geography
Global; strongest in US, EU, UK, IL
#7

Signifyd

E-commerce fraud with chargeback guarantee for mid-market retailers.

Founded 2011 · San Jose, CA · private · 200–5,000 employees
G2 4.5 (480)
Capterra 4.5
Custom quote
○ Sales call required
Visit Signifyd

Signifyd is the e-commerce fraud platform with a chargeback guarantee model, founded 2011. The company raised a $205M Series E in 2021 at a $1.34B valuation. The product covers e-commerce payment fraud, account takeover, and chargeback guarantee, with strong Shopify and Magento ecosystem positioning. Strengths: mid-market retailer fit, chargeback guarantee model, strong Shopify Plus / Magento / BigCommerce / Adobe Commerce integrations, and clean implementation experience. Best fit for mid-market e-commerce retailers (200-5,000 employees) wanting chargeback guarantee at lower TCO than Riskified / Forter. Trade-offs: narrower than Sift outside e-commerce, smaller installed base than Forter / Riskified at the very top of enterprise, Support consistency reported as variable, and guarantee economics share some of the same category pressure as Riskified.

Best for

Mid-market e-commerce retailers (200-5,000 employees) on Shopify Plus / Magento / Adobe Commerce / BigCommerce wanting chargeback guarantee at lower TCO than Riskified / Forter.

Worst for

Fintech / marketplaces / non-e-commerce (Sift better), Tier 1 enterprise (Forter / Riskified deeper), Stripe-anchored (Stripe Radar simpler), or AML need (ComplyAdvantage / Sardine).

Strengths

  • Mid-market retailer fit
  • Chargeback guarantee model
  • Strong Shopify Plus / Magento / Adobe Commerce integration
  • Clean implementation experience
  • Founder-led culture

Weaknesses

  • Narrower than Sift outside e-commerce
  • Smaller installed base than Forter at very top of enterprise
  • Support consistency reported as variable
  • Guarantee economics share Riskified category pressure
  • Pricing scales with approved volume

Pricing tiers

opaque
  • Signifyd Commerce Protection
    ~0.4%-1.5% of approved transaction volume
    Quote
  • Signifyd Account Protection
    Account fraud, ~$50K-$180K/year
    Quote
  • Signifyd Chargeback Recovery
    Chargeback dispute automation, included in higher tiers
    Quote
Watch for
  • · Volume-based pricing renegotiation
  • · Implementation services
  • · Module add-ons priced separately

Key features

  • +Commerce Protection (chargeback guarantee)
  • +Account fraud
  • +Chargeback recovery
  • +Shopify Plus / Magento / Adobe Commerce integration
  • +Returns abuse
  • +Commerce network signal
  • +80+ integrations
80+ integrations
Shopify PlusMagentoAdobe CommerceBigCommerceSalesforce Commerce CloudStripeBraintree
Geography
Global; strongest in US, EU, UK
#6

Forter

Enterprise e-commerce fraud with cross-merchant network signal.

Founded 2013 · New York, NY / Tel Aviv, Israel · private · 1,000–50,000+ employees
G2 4.4 (360)
Capterra 4.4
Custom quote
○ Sales call required
Visit Forter

Forter is the enterprise e-commerce fraud platform, founded 2013. The company raised a Series F in 2022 at a $3B valuation, with 2024 secondary-market disclosures indicating the valuation has softened though Forter remains a credible enterprise pick. The product covers e-commerce payment fraud, policy abuse, account takeover, and chargeback guarantee, anchored on a cross-merchant identity graph. Strengths: cross-merchant network signal across the Forter merchant base, mature enterprise installed base, strong fit for Tier 1 retailers, payment-method-agnostic (works across Adyen, Braintree, Stripe, Worldpay), and identity-graph approach to fraud decisioning. Best fit for enterprise e-commerce retailers wanting a fraud platform agnostic of payment processor. Trade-offs: pricing meaningful and scales with transaction volume, $3B valuation softened in 2024 secondaries (factor stability for multi-year commits but less acute than Riskified), e-commerce-focused (narrower than Sift outside payment fraud), and Support depends on tier.

Best for

Enterprise e-commerce retailers (1,000-50,000+ employees) wanting fraud platform agnostic of payment processor with cross-merchant identity graph signal.

Worst for

Fintech / marketplaces / non-e-commerce (Sift better), Stripe-anchored commerce (Stripe Radar simpler), AML need (ComplyAdvantage / Sardine), or mid-market wanting lower TCO.

Strengths

  • Cross-merchant identity graph across Forter merchant base
  • Mature enterprise installed base
  • Strong fit for Tier 1 retailers
  • Payment-method-agnostic (Adyen, Braintree, Stripe, Worldpay)
  • Identity-graph approach to fraud decisioning
  • Strong founder-operator culture

Weaknesses

  • Pricing scales with transaction volume
  • $3B 2022 valuation softened in 2024 secondaries
  • E-commerce-focused, narrower than Sift
  • Support depends on tier
  • Implementation 2-4 months for full deployment

Pricing tiers

opaque
  • Forter Payment Protection
    ~0.4%-1.5% of approved transaction volume
    Quote
  • Forter Account Protection
    Account fraud, ~$80K-$240K/year
    Quote
  • Forter Policy Protection
    Policy and returns abuse, $80K-$240K/year
    Quote
Watch for
  • · Volume-based pricing renegotiation
  • · Implementation services
  • · Module add-ons priced separately
  • · Annual price increases

Key features

  • +Cross-merchant identity graph
  • +Payment fraud scoring
  • +Account takeover detection
  • +Policy abuse and returns abuse
  • +Payment-processor-agnostic
  • +Chargeback guarantee available
  • +100+ integrations
100+ integrations
AdyenBraintreeStripeWorldpayShopify PlusSalesforce Commerce CloudMagento
Geography
Global; strongest in US, EU, UK
#8

Kount

Legacy fraud platform inside Equifax; broad footprint, slowing innovation.

Founded 2007 · Boise, ID · public · 500–10,000+ employees
G2 4.1 (420)
Capterra 4.2
Custom quote
○ Sales call required
Visit Kount

Kount is the legacy fraud detection platform, founded 2007 in Boise. Equifax acquired Kount in February 2021 for $640M, and the product now sits inside the Equifax data and identity portfolio. Kount covers payment fraud, account takeover, dispute management, and identity trust, with deep historical penetration in banks, processors, and mid-market merchants. Strengths: very broad bank and merchant footprint, mature rules engine, deep historical transaction data inside Equifax, and integration with the Equifax identity stack. Best fit for buyers prioritizing integration depth with Equifax identity, or for incumbents already on Kount where the rip-and-replace cost outweighs modern alternative gains. Trade-offs: innovation pace has slowed noticeably since the Equifax acquisition (consistent customer complaint), modern AI feature set lags Sift / Sardine, Support has been reported as inconsistent post-acquisition, and the platform has the feel of a legacy product more than a category leader.

Best for

Banks, processors, and mid-market merchants (500-10,000+ employees) already on Kount where integration depth with Equifax identity matters more than modern AI feature velocity.

Worst for

Modern fintech / marketplaces wanting AI-native fraud (Sift / Sardine), Stripe-anchored commerce (Stripe Radar), AML primary need (ComplyAdvantage / Sardine), or buyers evaluating greenfield where modern alternatives lead.

Strengths

  • Very broad bank and merchant footprint
  • Mature rules engine
  • Deep historical transaction data inside Equifax
  • Integration with Equifax identity stack
  • Strong dispute management workflows

Weaknesses

  • Innovation pace slowed post-Equifax acquisition (2021)
  • Modern AI feature set lags Sift / Sardine
  • Support reported as inconsistent post-acquisition
  • Legacy product feel
  • Customers report contract terms tightened under Equifax

Pricing tiers

opaque
  • Kount Command
    ~$80K-$240K/year typical for enterprise rules engine + fraud scoring
    Quote
  • Kount 360
    $180K-$480K/year for unified identity trust + fraud
    Quote
  • Kount Enterprise (Equifax-bundled)
    Bundled with Equifax data; $300K-$1M+/year
    Quote
Watch for
  • · Bundling with Equifax data services pushes up cost
  • · Implementation services
  • · Annual price increases of 5-8%
  • · Module add-ons

Key features

  • +Rules engine
  • +Payment fraud scoring
  • +Account takeover detection
  • +Dispute management
  • +Equifax identity integration
  • +Bank and processor coverage
  • +100+ integrations
100+ integrations
Equifax identitySalesforceStripeBraintreeWorldpayAdyenNetSuite
Geography
Global; strongest in US, UK, EU
#9

Arkose Labs

Bot management plus account fraud differentiator.

Founded 2016 · San Mateo, CA · private · 500–50,000+ employees
G2 4.6 (260)
Capterra 4.5
Custom quote
○ Sales call required
Visit Arkose Labs

Arkose Labs is the bot management and account fraud platform, founded 2016. The company raised a Series E in 2024 with a roughly $200M round, cumulative funding above $300M, with backing including SoftBank Vision Fund and PayPal Ventures. The product is anchored on bot detection and challenge-based deterrence (Arkose MatchKey, formerly FunCaptcha), with a fraud platform layered on top covering credential stuffing, account takeover, scraping, and new-account fraud. Strengths: best-in-class bot detection (used by Microsoft, Roblox, and large gaming / consumer platforms), challenge-based deterrence model that monetizes the attacker cost, strong fit for buyers facing scaled bot-driven attacks, and clean developer integration. Best fit for consumer platforms, gaming, and large-scale digital services facing bot-driven attacks at scale. Trade-offs: bot-management heritage means payment fraud scoring is narrower than Sift / Forter, challenge-based UX adds friction (controversial with conversion-sensitive merchants), and pricing is opaque and scales with challenged event volume.

Best for

Consumer platforms, gaming, and large-scale digital services (500-50,000+ employees) facing scaled bot-driven attacks (credential stuffing, ATO, scraping, new-account fraud) on top of payment fraud.

Worst for

Pure payment fraud (Sift / Stripe Radar / Forter better), AML need (ComplyAdvantage / Sardine), Stripe-anchored commerce (Stripe Radar simpler), or buyers where checkout-friction is unacceptable.

Strengths

  • Best-in-class bot detection
  • Challenge-based deterrence model (Arkose MatchKey)
  • Strong fit for consumer / gaming / large-scale digital services
  • Microsoft, Roblox, gaming-scale references
  • Clean developer integration
  • Monetizes attacker cost rather than just blocking

Weaknesses

  • Payment fraud scoring narrower than Sift / Forter
  • Challenge-based UX adds friction
  • Pricing scales with challenged event volume
  • Controversial with conversion-sensitive merchants
  • Smaller installed base in fintech / payments

Pricing tiers

opaque
  • Arkose Bot Manager
    ~$80K-$240K/year typical for bot detection + challenge
    Quote
  • Arkose Account Fraud Protection
    $120K-$360K/year for ATO + new-account fraud
    Quote
  • Arkose Enterprise
    $240K-$1M+/year for enterprise volume + full platform
    Quote
Watch for
  • · Event-volume overage
  • · Challenge customization services
  • · Implementation services
  • · Annual price increases

Key features

  • +Arkose MatchKey (challenge-based deterrence)
  • +Bot detection
  • +Credential stuffing prevention
  • +Account takeover detection
  • +New-account fraud detection
  • +Scraping prevention
  • +60+ integrations
60+ integrations
Auth0OktaPing IdentityMicrosoft Entra IDCloudflareAWS WAF
Geography
Global; strongest in US, EU, UK, AU
#10

Castle

Developer-friendly security + fraud APIs for product engineering teams.

Founded 2014 · San Francisco, CA · private · 25–1,000 employees
G2 4.5 (180)
Capterra 4.4
From $0 /mo
◐ Partial disclosure
Visit Castle

Castle is the developer-friendly security and fraud platform, founded 2014. The product covers device fingerprinting, behavioral biometrics, account takeover detection, registration fraud, and risk-based authentication via clean APIs and SDKs. Strengths: clean developer experience (API-first, well-documented SDKs), affordable pricing relative to Sift / Sardine for early-stage and mid-market, dual security + fraud positioning (works for product security teams as well as risk-ops), and fast time-to-value for engineering-led adoption. Best fit for product engineering teams at SaaS, fintech, and consumer companies (25-1,000 employees) who want fraud detection without a heavy enterprise sales motion. Trade-offs: smaller installed base than Sift / Sardine, e-commerce coverage shallower than Forter / Signifyd / Riskified, no chargeback guarantee model, and AML coverage absent.

Best for

Product engineering teams at SaaS, fintech, and consumer companies (25-1,000 employees) who want developer-friendly fraud detection without a heavy enterprise sales motion.

Worst for

Enterprise e-commerce wanting chargeback guarantee (Forter / Signifyd / Riskified better), AML-primary fintech (ComplyAdvantage / Sardine better), or buyers who want one-vendor coverage across all surfaces (Sift better).

Strengths

  • Clean developer experience (API-first)
  • Affordable pricing relative to Sift / Sardine
  • Dual security + fraud positioning
  • Fast time-to-value for engineering-led adoption
  • Founder-led culture
  • Well-documented SDKs

Weaknesses

  • Smaller installed base than Sift / Sardine
  • E-commerce coverage shallower than Forter / Signifyd
  • No chargeback guarantee model
  • AML coverage absent
  • Enterprise sales motion thinner than larger vendors

Pricing tiers

partial
  • Castle Free
    Up to 10,000 events/month, basic device fingerprinting + risk scoring
    $0 /mo
  • Castle Pro
    Higher event volume, full API access, ~$5K-$30K/year typical
    $399 /mo
  • Castle Enterprise
    $30K-$120K/year for enterprise volume, custom workflows, dedicated support
    Quote
Watch for
  • · Event-volume overage
  • · Premium support add-on at lower tiers
  • · Custom integration services

Key features

  • +Device fingerprinting
  • +Behavioral biometrics
  • +Account takeover detection
  • +Registration fraud detection
  • +Risk-based authentication
  • +API-first developer experience
  • +50+ integrations
50+ integrations
Auth0OktaClerkStripeSegmentCloudflare
Geography
Global; strongest in US, EU

Frequently asked questions

The questions buyers actually ask before they sign.

Does RGPD restrict behavioral biometric fraud detection in France?
The CNIL has not published definitive guidance on behavioral biometrics (typing cadence, touch pressure, swipe velocity) specifically in the fraud detection context. The general CNIL position on biometric data is conservative: biometric data requires explicit consent under RGPD Article 9 unless a specific legal exception applies. For fraud prevention, vendors often argue that processing is necessary for the legitimate interest of preventing fraud (Article 6(1)(f)), which does not require explicit consent for non-special-category data. The ambiguity is whether behavioral patterns rise to the level of biometric data (Article 9) or remain ordinary personal data (Article 6). French fintech buyers should: require an explicit RGPD DPA from their fraud vendor; ask whether behavioral biometric processing is classified as Article 9 or Article 6 data in their DPIA; and implement data minimisation (shortest retention, least granular signal necessary). Sardine and Sift both provide RGPD DPAs; Marble is the safest French-local choice.
What is Tracfin and do fraud detection vendors support it?
Tracfin is the French financial intelligence unit responsible for receiving, analysing, and transmitting suspicious transaction reports (déclarations de soupçon, DS) from regulated entities. French banks, payment institutions, e-money institutions, and PSAN crypto platforms are required to file DS with Tracfin for suspicious transactions. ComplyAdvantage provides Tracfin-aligned case management and DS workflow documentation. Marble (Paris-built) provides native French-language Tracfin workflow with ACPR-formatted documentation. Sift and Sardine do not provide Tracfin-specific reporting workflows; for Tracfin compliance, French fintech need ComplyAdvantage or Marble as the AML layer alongside any broader fraud platform.
How does DSP2 (PSD2) transaction risk analysis affect fraud detection in France?
Under EU DSP2/PSD2, payment service providers can apply for SCA (Strong Customer Authentication) exemptions based on transaction risk analysis (TRA). TRA exemptions require the PSP's fraud rates for the relevant transaction value band to be below specified thresholds (e.g., 0.13% fraud rate for exemptions on transactions up to €100). To qualify for TRA exemptions, PSPs must use real-time fraud scoring and maintain documented fraud rates. Stripe Radar, Sift, and Sardine all support TRA-aligned fraud scoring that can support DSP2 exemption claims. ComplyAdvantage covers AML but not TRA-specific payment fraud scoring. For French payment firms wanting TRA exemptions, the combination of Stripe Radar (if on Stripe) or Sift (if multi-processor) for TRA scoring plus ComplyAdvantage for AML is the standard architecture.
Sift vs Stripe Radar, which one for a modern fintech or marketplace?
Sift if you need broad surface coverage (payments + account + content + promo abuse), you process on multiple payment vendors (Adyen, Braintree, Worldpay, Stripe), or you need cross-merchant network signal across non-Stripe volume. Stripe Radar if you are already on Stripe payments, you primarily need payment fraud scoring (not account or content abuse), and you value bundling with the payments ledger over best-of-breed. Most modern fintech and marketplaces that outgrow Stripe-only end up on Sift or Sardine; Stripe-anchored digital commerce typically stays on Radar.
How worried should I be about Riskified given the post-IPO stock decline?
Riskified (NYSE:RSKD) is down roughly 80% from its July 2021 IPO peak as of 2026. The company is still operating, still serving Tier 1 retailers, and still has cash on the balance sheet. The concern for buyers is not imminent failure but vendor-stability for multi-year guarantee commits in a category where guarantee-model economics are under public-market pressure. Practical advice: if you sign a multi-year deal, push for annual termination rights, a guarantee-rate floor, and a price-renegotiation cap. If vendor-stability is a primary concern, Forter (private, $3B valuation softened but credible) and Signifyd are alternatives. Most enterprise Tier 1 retailers are still renewing Riskified for now; mid-market e-commerce is more open to switching.
What is the practical impact of Equifax owning Kount?
Equifax acquired Kount in February 2021 for $640M. Five years in, customer feedback is consistent: innovation pace has slowed materially, modern AI features lag Sift and Sardine, and Support quality is inconsistent post-acquisition. Equifax has bundled Kount more aggressively with its identity data products, which is useful if you already buy Equifax identity but increases TCO if you do not. For new buyers, Kount is rarely a greenfield winner against Sift / Sardine / Stripe Radar. For incumbents already on Kount, the calculus is integration depth versus rip-and-replace cost; most stay until contract renewal then re-evaluate seriously.
How much should I budget for fraud detection?
Early-stage (10-50 employees): Stripe Radar at 5 cents per screened transaction ($1K-$10K/year typical) or Castle Free / Pro ($0-$5K/year). Mid-market (50-500 employees): Castle Pro / Enterprise ($5K-$60K/year), Signifyd ($60K-$120K/year), Sardine Fraud ($60K-$180K/year), or Sift Payment Protection ($60K-$200K/year). Mid-market+ (500-2,000 employees): Sift, Sardine, Forter, Signifyd, ComplyAdvantage at $120K-$400K/year per surface module. Enterprise (2,000+ employees): Sift / Forter / Riskified / Kount / ComplyAdvantage / Arkose at $300K-$1M+/year, often with multiple modules.
How long does fraud detection implementation take?
Stripe Radar: hours to days if already on Stripe. Castle: 1-2 weeks for engineering integration. Sift, Sardine, Castle Enterprise: 1-3 months for full deployment. Signifyd, Riskified, Forter (e-commerce): 1-3 months including chargeback guarantee underwriting. Sift / Sardine full multi-surface deployment: 2-4 months. ComplyAdvantage AML: 2-4 months with policy and tuning. Kount: 3-6 months for enterprise rollout. Arkose Labs: 1-3 months including challenge tuning. Plan implementation as a risk-ops project, not just integration.
How does AI-driven behavioral analytics change fraud detection?
AI-driven behavioral analytics (Sift unified scoring, Sardine behavioral biometrics, Castle device fingerprinting, Arkose generative-AI attack detection) is the 2025-2026 differentiator. Modern platforms score sessions on hundreds of behavioral signals (typing cadence, touch pressure, navigation pattern, network metadata) plus device fingerprint plus historical reputation. Reduces false-positive rate by 20-50% relative to rule-only stacks. Generative-AI attacks (LLM-driven account creation, AI-generated synthetic identities) make behavioral analytics more important, not less, because AI-generated identities can pass document verification but still display non-human behavior at run-time.
When does fraud detection overlap with identity verification?
Identity verification proves a user is who they claim at onboarding (Persona, Onfido, Jumio, Socure). Fraud detection scores transactions and behavior in real time after onboarding (Sift, Stripe Radar, Sardine, others in this ranking). Most modern fintech / marketplace stacks run both. Overlap vendors: Sardine ships both fraud + AML + light identity signals; Sift partners with identity vendors via integrations; Stripe ships Radar + Identity as separate but bundled products. Practical guidance: do not try to do identity verification with a fraud detection platform alone, or vice versa, see our companion Top 10 Identity Verification ranking for identity-focused vendors.
Can I evaluate fraud detection via free trial?
Free tiers: Stripe Radar (basic tier included with Stripe payments at no charge), Castle Free (up to 10,000 events/month). Demo only: Sift, Sardine, ComplyAdvantage, Riskified, Forter, Signifyd, Kount, Arkose Labs. For mid-market+, run a 60-90 day shadow-mode evaluation with your real traffic before signing. Shadow mode lets the platform score events without taking action, so you can measure detection accuracy and false-positive rate against your existing stack before committing. Vendor demos use polished sample data, test with your actual traffic patterns.

Final word

Looking at a different market? See the global Fraud Detection Software ranking, or pick another country at the top of this page.

Last updated 2026-05-18. Local pricing reverified quarterly. Found something inaccurate? Tell us.