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Sift
Digital Trust & Safety Suite — payment fraud, content abuse, ATO. Quote-based, volume-priced.
What it does well
- Leverages a large global data network from thousands of sites to identify fraud patterns.
- Provides a single real-time 'Sift Score' to simplify and automate risk decisions.
- Offers a suite of APIs for integrating fraud detection into various user touchpoints.
Where it falls short
- Pricing is entirely quote-based and tied to volume, with no public price list.
- No free tier or self-service trial is available for evaluation purposes.
- Can be overly complex for small businesses without a dedicated fraud team.
Alternatives to Sift
Stripe Radar
freemiumBuilt-in fraud scoring for Stripe payments — free with standard fees, $0.02/transaction add-on for custom rules.
ClearSale
paidHybrid AI + manual review for ecommerce — chargeback guarantee, popular in LATAM, quote-based.
Ravelin
paidML-based fraud + ATO + marketplace abuse — quote-based, strong in ride-sharing and food-delivery.
Riskified
paidChargeback-guarantee fraud platform for ecommerce — typically 1-3% of approved sales, quote-based.