Opt-out guidesPeople Data Labs

How to Remove Yourself from People Data Labs

High Risk Removal: 14–30 days Re-lists in 6–12 months
Go to Opt-out Page

People Data Labs (PDL) is a raw data provider powering thousands of downstream apps. It maintains one of the most comprehensive identity graphs, with 3+ billion person profiles used in AI enrichment pipelines.

What People Data Labs exposes about you
Full identity graphWork historyEmail addressesPhone numbersSocial profilesEducationSkills

Step-by-step removal guide

1

Visit peopledatalabs.com/opt-out

2

Fill out the personal data opt-out form

3

Provide your full name, email addresses (all known), phone numbers, and LinkedIn URL

4

Submit the form — PDL may require identity verification

5

Allow 14–30 days for suppression across their systems

6

Note: PDL data flows into many downstream apps — removing from PDL reduces but may not eliminate all exposure

⚠️ People Data Labs re-lists removed profiles within 6–12 months. You'll need to repeat this process regularly — or let Unlist.ai monitor and re-remove automatically.

Don't want to do this manually?

Run a free scan to see all your People Data Labs listings (and 29 other brokers). We'll rank them by risk and remove them automatically — high-risk first.

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