Fraud and abuse prevention platform using device fingerprinting and machine learning risk scoring.
Get told when a new site ships with Sift.
Stackdar watches every launch we detect and sends you the ones using Sift, by email, Slack or webhook. On every plan, from £15 a month.
See how alerts work2,033 sites
2,030 found by StackScope, 3 via launch platforms
- StackScope Wider Web 2,016
- StackScope Discovery (Indie) 14
- Product Hunt 2
- Hacker News 1
Sift has been detected on 3 launches since first appearing in June 2026. Most recent detection: ElevenLabs MCP in Claude, today.
It's most commonly paired with HTTP/3, Google Search Console, and Cloudflare DNS.
Share of new launches using Sift
Each dot is one launch day. Line is the 7-day rolling average. Chart starts at first detection.
Fraud Prevention leaders
| Tool | % of launches | % of category | ||
|---|---|---|---|---|
| #1 |
|
0.13% | 54.64% | |
| #2 |
|
0.05% | 22.16% | |
| #3 |
|
0.01% | 5.15% | |
| #4 |
|
0.01% | 4.64% | |
| #5 |
|
<0.01% | 2.06% | |
| … | ||||
| #8 |
|
<0.01% | 1.55% | |
Percentages show adoption among indie launches: the share of all analysed launches, and of launches using any Fraud Prevention tool. All 21 in Fraud Prevention →