The UI is simple. There is scope to add AI assistance which can be used to mark the attributes which seems alarming or go above the threshold Review collected by and hosted on G2.com.

The network section which links user attributes should also have a list view and the scope to segregate them into weak or strong linkages Review collected by and hosted on G2.com.

Sift is really helpful in our day-to-day role of mitigating risk with every customer we handle. The necessary information from Sift is always accessible when we need it. Review collected by and hosted on G2.com.

None—everything works well with Sift, and there are no dull moments every time we use it. Overall, Sift has been consistently smooth and enjoyable for us to use. Review collected by and hosted on G2.com.

It's customizable for different types of merchants so that it can fits perfectly to your particularities Review collected by and hosted on G2.com.

You can not use in explore the same features than in the workflows, and the cardholder name is not one to use in the routes Review collected by and hosted on G2.com.

What I like best about Sift is that it provides clear insights into potential risks, which is extremely helpful during the review process. It helps identify suspicious patterns or activities quickly, allowing for faster and more accurate decision-making. I also appreciate how user-friendly and data-driven the platform is — it presents complex information in a way that’s easy to interpret, making the review process more efficient and reliable. Review collected by and hosted on G2.com.

I don’t have any dislikes about Sift. So far, my experience with the platform has been positive and helpful for the review process. Review collected by and hosted on G2.com.

What I like best about sift is. It's easy to monitor IP by knowing are they sanctioned Location or are from risky IPs. Sift is easy flag the suspicious patterns, suspicious behavior from the bad user by identifying fraudulent transaction, login activities VPN, or from unauthorized networks. Sift also reduces our manual work. Easy to apply filters. This helps us to provide the user a safe and secure platform

This helps us to block user or entity automatically if the user logging from the sanctioned country or any other suspicious parameters. sift helps in many ways such as identifying payment frauds, financial crimes, Account takeovers, Collusion and more. This is also easy to compare the shipping address and billing address , how many times the address has been used. Over all sift plays an important role in e-commerce platform and reduces the fraud and builds the reputation among people. Review collected by and hosted on G2.com.

I don't think there is a dislike about sift. Review collected by and hosted on G2.com.

Sift integrates easily into our fraud review workflows and provides sandbox and production environments, ease of creating different workflows, solid risk scoring out of the box. The API is stable, and documentation is clear enough for quick implementation. The user timeline view in the console is especially helpful for investigating account behavior over time. It also supports real-time decisioning, which is valuable in high-volume transactional systems. Review collected by and hosted on G2.com.

While the core functionality is solid, debugging and observability could be improved. It’s often unclear when or why certain attributes are dropped or rejected, and there’s limited visibility into how specific events contribute to a user’s score. Additionally, a previously available setting that allowed workflows to be configured to always execute or conditionally execute is no longer present. That feature was valuable for testing and tuning workflows, and its absence makes it harder to confidently control execution logic. Bringing back that level of control—along with better event-level logging—would significantly improve developer and analyst experience. Review collected by and hosted on G2.com.

Honestly, what I love about Sift is how simple it is to get started with. Even if you're not super technical, the whole experience just makes sense—it’s really user-friendly. The setup didn’t give us headaches at all, and whenever we had questions, their support team was quick and super helpful. We use it regularly, and it’s loaded with features that actually make fraud detection smarter—not more complicated. Plus, it plays nicely with the systems we already use, so we didn’t need to change everything just to make it fit. Review collected by and hosted on G2.com.

What I find a bit tricky with Sift is that sometimes it’s almost too cautious. It'll flag perfectly legit behavior as suspicious just because it’s a little out of the ordinary. I get that it's doing its job—and doing it well—but it can slow things down when you're trying to move fast and resolve stuff quickly. Still, I’d rather have it overprotective than miss something critical. Review collected by and hosted on G2.com.

What I like about SIFT is that it helps me conduct deeper investigations into fraud by allowing me to analyze visual evidence, detect subtle patterns . Review collected by and hosted on G2.com.

It supports multiple search queries that can be adjusted and merged into one streamlined process. Review collected by and hosted on G2.com.

I use Sift at work for various purposes, to collect and review information relevant to my field. I find it extremely user-friendly and simple to use. Implementation of Sift in day-to-day use is very important it is used frequently, and when integrated with my other tools, it's paramount for my work-related duties. I generally do not use the service for customer support-related issues or queries; however, if the need arises, I am sure that I would have a pleasant experience. Review collected by and hosted on G2.com.

Sometimes there are issues with my decisions, that do not save after having made the action, and I have to refresh to confirm if the action was made successfully. Review collected by and hosted on G2.com.

The user review tabs navigation is not cumbersome. Review collected by and hosted on G2.com.

I’m having access-related issues, and it keeps routing me directly to the admin. Review collected by and hosted on G2.com.