We’ve all been there. You meet someone new on a dating app, start to envision a life together, only to wonder: Is the person actually who they say they are?
It’s an experience that has led many singles, sometimes out of concern or just genuine curiosity, to prescreen dates by tracing their digital footprint: scanning social media posts, browsing their LinkedIn profile for clues.
The platform Stud or Dud—not to be confused with stud’s use as a slang term for a masculine-presenting Black lesbian—wants to introduce even more transparency into that part of the dating process. According to its website, the platform uses “public records, publicly available information, and other permitted sources” to create a profile of your potential match. It launched today in the US and was created by the company behind PeopleFinders.com, the online data broker service that collects public records from multiple sources and makes them searchable to help clients locate individuals or run background reports.
Intended to help daters make informed decisions about the people in their life, like identifying possible warning signs, Stud or Dud aggregates courthouse documents, bankruptcy filings, tax liens, pre-foreclosure data, phone directories, social media posts, and more to create a snapshot of your potential suitor’s personal life. All daters need is the person’s name or phone number to run a search. The aggregated data is presented in a single report, where it is divided into four categories: finances, property or assets owned, employment history, and criminal background. Each report comes with an AI-generated overview.
The tool will also earmark what it determines to be red or green flags about the person. Criminal records—a DUI or time spent in prison, for example—signal a red flag, but PeopleFinders CEO Amber Higgins encourages users not to pass judgement even if the site does.
“We give enough information for the user to determine, is that really a red flag for them or not? And that all kind of speaks to your lifestyle expectations.” In this sense, the reports lean prescriptive since the company suggests what safety details to consider, calling attention to things like how many times you’ve been evicted or if your name is on a sex offender registry. There is also an AI assistant (“the dating detective”) users can chat with when they want more tips for first dates or general advice.
According to the company, one of the biggest historical use cases of PeopleFinders.com has been for online dating safety.
“Modern dating has changed dramatically, and the tools people have used to establish trust haven’t kept pace,” Higgins says. “People are meeting across dating apps, social media, DMs. They have very little context of who’s actually on the other side.”
While some might consider that the whole point of dating—the early talking stages, however awkward, are all about navigating the unknown when getting to know someone—Higgins adds that the site, which requires a subscription, was built to provide additional context on a potential match. She recommends that people use it as a “sidekick” to the apps. “This is meant to confirm your trust about a dating profile.”
Even as online vetting is a crucial safety measure and fully part of the modern dating process—daters in San Francisco, for example, lost more than $40 million to romance scams in 2025, according to the FBI—there also seem to be legitimate opportunities for bad actors to exploit the information gathered from the site. The platform assumes that the person doing the searching is the one at risk, but that may not always be the case.