Sift
Machine learning-powered fraud prevention platform for real-time detection of payment fraud and account abuse
- Vendor
- Sift
- Also known as
- sift
Available worldwide · Popular in: US, GB, EU
What is Sift?
A fraud prevention system that uses artificial intelligence to analyze transactions and account behavior across a global data network of participating businesses, helping identify fraudulent activity while reducing false positives and accelerating decision-making.
What Sift does
The capabilities that matter for fraud detection, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Transaction payment fraud scoring
- ✓
- Account takeover ato monitoring
- ✓
- Promo discount abuse detection
- -
- Chargeback guarantee reimbursement
- -
- Global merchant data network
- ✓
- Device hardware fingerprinting
- -
- Behavioral biometrics analysis
- -
- Manual review analyst dashboard
- ✓
- Shopify magento native plugins
- -
- SOC2 type ii
- -
- PCI DSS compliant
- -
- Pricing model
- -
Platform & deployment
Independently observed- Web
- Cloud / SaaS
Integrations (2)
Independently observed- Magento⇄•
- Salesforce Commerce Cloud
Sift FAQ
Common questions about Sift, answered from independent, dated evidence.
What is Sift?
An AI-powered platform for detecting and preventing payment fraud and account takeover attempts. Combines automated machine learning models trained on global transaction patterns with manual review capabilities for security teams to make faster risk assessment decisions. It is indexed under Fraud Detection.
Source: https://sift.com
What platforms does Sift support?
We have confirmed browser-based access to Sift. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Source: https://sift.com
Can Sift be self-hosted?
We have only confirmed a cloud / SaaS deployment for Sift, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.
Source: https://sift.com
What security certifications does Sift have?
We have independently confirmed GDPR for Sift. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Sift not holding them. Always confirm compliance directly before you rely on it.
Source: https://sift.com/blog/trust-is-social-but-social-doesnt-equal-trust/
Where is Sift available?
Sift is available worldwide. Its primary markets are the United States, the United Kingdom and the EU.
Source: https://sift.com
Sift alternatives
Other fraud detection we track, ranked by the same independent score.
- SignifydAutomated fraud detection and guaranteed chargeback protection for ecommerce merchantslow · 47%
- RavelinAI-powered fraud and abuse prevention for online merchants and payment processorslow · 26%
- RiskifiedMachine learning-powered fraud prevention for online retailerslow · 13%
- ThreatMetrixReal-time fraud detection using AI-driven analysis of behavioral patterns and network intelligencelow · 36%
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Sift, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 67 | 0.05 | 3.4 | ✓ |
| Integrations | 9 | 0.05 | 0.4 | ✓ |
| Price level | 0 | 0.04 | 0.0 | - |
| Reliability | 0 | 0.09 | 0.0 | - |
| Security posture | 5 | 0.21 | 0.0 | - |
| Pricing transparency | 0 | 0.05 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 5 items | mediumsource · 2026-09-10 · 65% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Global merchant data network, Account takeover ato monitoring, Manual review analyst dashboard, Transaction payment fraud scoring | mediumsource · 2026-09-28 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 1 | mediumsource · 2026-09-28 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-19 · 75% |
Pricing
| Attribute | Value | Evidence |
|---|---|---|
| Model | commercial | mediumsource · 2026-08-17 · 60% |
Security
Is Sift the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Sift against the rest of the fraud detection we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
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