Sift, a large (250+ employee) company founded in 2011, provides a digital trust-and-safety fraud-prevention platform. AI-generated from public sourcesThe starting point for every profile: auto-generated by 0-Doubt from public vendor materials, and not yet confirmed by the vendor or an independent analyst. Nothing here is hidden or overstated — it simply has not been reviewed yet.Where every profile starts, before the vendor or an analyst has reviewed it. A higher label means a more independent source — not a better product.How trust works →
Tools & products
We build profiles from public sources and haven't extracted a capability list for Sift. Closest sources we do hold:
Integrates with: Network Intelligence ↗, Ping Identity ↗
2 of 5 independent trust signals established
Sift has 2 dimensions with established evidence. The rest have not been confirmed yet.
Not yet established: Independently verified · Disclosure posture · Momentum
Has anyone other than the vendor confirmed this?
Nothing here has been confirmed by an independent third party yet.
Is this a real, durable business?
How long this vendor has been operating, and who stands behind them.
Security headers (4/5) — checked 10/18/2026
Infrastructure & transparency signals
No outages recorded since we started watching (first checked Sep 4, 2026, 2:16 AM).
Likely-exploited estimates here rest on a median of 2 EPSS observations per CVE — too little history to read as a trend yet. It deepens daily as scores are collected.
Taskcluster is the task execution framework that supports Mozilla's continuous integration and release processes. Prior to version 100.3.0, Taskcluster is vulnerable to unauthenticated RCE on Taskclus…
sift (sift.js) 17.1.3 enumerates query keys with for...in, which walks the object prototype chain, and dispatches any matched operator key including $where. The $where operation compiles a string valu…
Not a quality rating or endorsement — a measure of how much verified, disclosed data we actually have about this vendor. A low score usually means "we don't have much verified information yet," not "this is a bad vendor." Never used to sort or rank vendor lists.
The platform admin controls the formula's weights.
Datasheets, whitepapers, and case studies found on sift.com by the enrichment loop. Links open the original documents on the vendor's own site.
Product information on this page is auto-generated by 0-Doubt from public sources and not yet confirmed by the vendor or an independent analyst, unless an item is individually labelled otherwise. How trust works →
What do they do when something goes wrong?
What their public record shows about handling vulnerabilities and outages.
Do they tell you the awkward things unprompted?
How much this vendor volunteers before you have to ask.
Are they still shipping, or coasting?
Whether this vendor is visibly still building.
SQL injection vulnerability in Site Sift Listings allows remote attackers to execute arbitrary SQL commands via the id parameter in a detail action to index.php…
Cross-site scripting (XSS) vulnerability in search.cgi in Sift Unity allows remote attackers to inject arbitrary web script or HTML via the qt parameter. NOTE:…
sift (sift.js) 17.1.3 enumerates query keys with for...in, which walks the object prototype chain, and dispatches any matched operator key including $where. The…
Taskcluster is the task execution framework that supports Mozilla's continuous integration and release processes. Prior to version 100.3.0, Taskcluster is vulne…
SQL injection vulnerability in Site Sift Listings allows remote attackers to execute arbitrary SQL commands via the id parameter in a detail action to index.php. NOTE: this issue might be site-specif…
Cross-site scripting (XSS) vulnerability in search.cgi in Sift Unity allows remote attackers to inject arbitrary web script or HTML via the qt parameter. NOTE: the provenance of this information is u…
At Harry’s, we don’t want to just manage our fraud, we want to be problem solvers to fraud
We benefitted from Sift from week one, and were able to integrate all properties in 6 weeks
Data is king in the fraud world. What we needed was a best-in-class tool to prevent fraud
Today, we process tens of thousands of transactions each month and it only takes a few days to see statistical relevance. Your results will only be as good as the effort you put in. If you’re not serious about your data, then you’re not serious about fighting fraud