Do data broker opt-outs actually work?

Yes, but temporarily. Brokers must remove your listing when you opt out, but they re-scrape public records, so the same data often reappears within a few months. Rechecking is part of the process.

Is it worth paying for a data removal service?

It depends on your time. Paid services automate opt-outs across hundreds of brokers, but they bill monthly and cover sites that may never have listed you. Scanning first tells you whether you need one.

How did data brokers get my information?

From public records like property and voter files, from marketing data tied to your purchases, and from social media and app data sold on. None of it required your direct consent.

Data brokersJune 25, 20267 min read

How to Find Out Which Data Brokers Have Your Information (and Remove It)

By Scott Anderson, Clearfront maintainer

Data brokers compile your address, age, phone number, and relatives into profiles that anyone can buy for a few dollars. This guide shows how to find which brokers list you, how to opt out of the ones that matter, and why a new California law is about to make this a lot easier.

Which data brokers have your information?

The big people-search brokers almost certainly have you: Spokeo, Whitepages, BeenVerified, Radaris, Intelius, MyLife, and PeopleFinders, among others. They build profiles from public records, marketing data, and social media, then sell them.

You did not sign up for any of this and you cannot see most of it without searching. The listings typically include your full name, current and past addresses, age or birth year, phone numbers, and a list of relatives and associates. That last part is what makes them dangerous: a broker profile is a map to the people around you, not just to you.

Why you should scan before you pay a removal service

Find out which brokers actually list you first, because paid removal services charge you monthly to opt out of hundreds of sites, many of which never had your data. A scan tells you where you actually appear.

Services like DeleteMe and Incogni do real work and save time, but they bill you every month whether a broker listed you or not. If you scan first, you can decide: opt out of the handful that expose you for free, or pay for automation with your eyes open. Either way, start by seeing the real list.

How to opt out of the major data brokers

Each broker has an opt-out page, usually buried in the footer. You search for your listing, request its removal, and confirm by email. Here is the pattern that works for most of them.

1.Find your exact listing on the site and copy its URL
2.Open the site opt-out or [do not sell my info] page
3.Submit the listing URL and your email
4.Confirm through the verification email they send
5.Save a screenshot and recheck in 30 days

Expect this to take a few minutes per broker and expect the listings to creep back over the following months, because the brokers re-scrape public records constantly. Opting out is maintenance, not a one-time fix. Start with the ones that surface most often:

-Spokeo
-Whitepages
-BeenVerified
-Radaris
-Intelius
-MyLife

California DROP: one request for 600+ brokers

California Delete Request and Opt-out Platform (DROP) lets residents delete themselves from every registered data broker with a single verified request, and it becomes enforceable on August 1, 2026.

Under DROP, registered brokers must honor deletion requests, act within 90 days, and keep re-checking the platform every 45 days to catch new listings, with penalties for brokers that ignore it. You can read the details at the state DROP page ↗. It only covers California residents for now, but other states are drafting versions of the same idea, so it is worth watching wherever you live.

See what a removal is up against

Before you spend a Saturday on opt-out forms, it helps to see the whole picture: which brokers list you, which accounts and breaches expose the same address, and what is connected to what. That is what a footprint scan gives you.

Clearfront runs the discovery for you and maps your exposure so you can prioritize, and it runs on your own machine so the scan does not hand your address to yet another company. If you would rather have a checklist to work through, grab the free removal guide.

Frequently asked questions

Do data broker opt-outs actually work?: Yes, but temporarily. Brokers must remove your listing when you opt out, but they re-scrape public records, so the same data often reappears within a few months. Rechecking is part of the process.
Is it worth paying for a data removal service?: It depends on your time. Paid services automate opt-outs across hundreds of brokers, but they bill monthly and cover sites that may never have listed you. Scanning first tells you whether you need one.
How did data brokers get my information?: From public records like property and voter files, from marketing data tied to your purchases, and from social media and app data sold on. None of it required your direct consent.

Scott Anderson believes your personal data is yours to own and protect. He built Clearfront, a free, open-source tool for scanning and scrubbing your own digital footprint from public data, and he writes about OSINT, breach exposure, and personal privacy.