Remove Yourself from People Data Labs — Steps, Timeline & What Comes Back (2026)

Most relevant if this is you:Privacy for executives

What is People Data Labs?

People Data Labs (PDL) is a data-as-a-service company maintaining a database of over 3 billion individual profiles, sold via APIs to businesses, recruiters, and marketers to enrich platforms and power AI models.

What data People Data Labs has on you

People Data Labs compiles professional contact data that sales teams, recruiters, and marketers buy access to. Here is what a typical profile includes:

• full name
• email addresses, often going back 10 to 20 years
• phone number, landline and mobile, sourced from commercial providers and public records
• mailing address, often going back 10 to 20 years
• job title
• employer
• employment history
• education
• social media URLs, across major platforms including Facebook, LinkedIn, and Instagram
• demographic data
• location

Not every profile contains all categories. Depth depends on what public records exist in your jurisdiction and how much commercial data has been linked to your identity. For most adults with any public record history, People Data Labs has enough to paint a detailed picture.

How to opt out of People Data Labs: step by step

1. Go to peopledatalabs.com/do-not-sell-or-share and complete the form
2. Click the email confirmation link to verify your request
3. Alternatively send a deletion email including full name, all email addresses, phone, and mailing address, citing CCPA/GDPR
4. Await confirmation (within 14 days)

How long does People Data Labs removal take?

After you complete the opt-out, People Data Labs typically processes removals within within 14 days. By broker standards, that is relatively fast — many sites take 7 to 45 days.

The catch: your data comes back

The most important thing to understand about People Data Labs removal: it is temporary.

PDL continuously scrapes public sources, social media, and other data providers; data may reappear if publicly available elsewhere — repeat every few months. Suppression of identity to prevent re-collection requested in deletion emails.

This is not unique to People Data Labs. Every data broker works this way. Your opt-out removes one listing. It does not stop the data pipeline. The only way to stay off permanently is to repeat the process every few months yourself, or use a service that detects re-listings and re-submits automatically.

What People Data Labs's opt-out does not cover

• Other brokers are not affected. Removing yourself from People Data Labs does nothing to Whitepages, BeenVerified, Radaris, or the dozens of other sites where your data is exposed. Each requires its own opt-out.
• Cached copies may persist. Google and other search engines may cache your People Data Labs profile for days or weeks after it is removed. Use Google's content removal tool to request de-indexing.
• Multiple profiles may exist. If you have lived in multiple states, changed your name, or have multiple phone numbers, People Data Labs may have built separate profiles for each variation. Search and opt out of each.

Tips for a successful opt-out

Use a dedicated email. Use an alias or a separate account for removal requests. Keeps your primary inbox out of People Data Labs's system and keeps confirmation emails organized.

Search every angle. Do not just search by name. Try phone number and email too. You may have more than one listing.

Set a calendar reminder. Your data will likely be back within a few months. Set a recurring reminder to re-check and re-submit — tedious but necessary if you are doing this manually.

Document the request. Screenshot the confirmation page and save the confirmation email. Useful if you ever need to prove you requested removal.

Or skip the manual work entirely

You are likely listed on dozens of professional data brokers like People Data Labs, each with its own opt-out process. Delist scans for your personal information across B2B, marketing, and people-search sites, and handles removal in one place.

Frequently asked questions