Stop Cold Calls: A Practical Guide to Opting Out of Data Brokers


Reclaim Your Privacy: A Direct Opt-Out Directory

As a professional, your data is the engine behind the relentless barrage of cold calls and unsolicited outreach. Reclaiming your privacy requires a systematic approach to the sales intelligence platforms that harvest and sell your information.

Below is a streamlined directory of the primary B2B data brokers and their direct opt-out portals.

VendorAction Link / MethodInstructions
6sensePrivacy CenterVisit the Privacy Center and select the “Your Rights” tab.
Adapt.ioEmail webmaster@adapt-ip.comEmail your removal request to webmaster@adapt-ip.com or unsubscribe@adapt-ip.com.
AeroLeadsEmail hello@aeroleads.comEmail your opt-out request directly to hello@aeroleads.com.
Anymail FinderEmail team@anymailfinder.comEmail your removal request to team@anymailfinder.com.
Apollo.ioOpt-Out GuideUse the “Do Not Sell My Info” link in the footer or email privacy@apollo.io.
ClearbitOpt-Out PageSubmit your email at the Clearbit Opt-Out Page.
Clearout.ioEmail us@clearout.ioEmail your removal request to us@clearout.io.
CognismData Opt-OutFill out the opt-out form directly.
ContactOutOpt-Out GuideSearch for your name, copy your profile URL, and use the “Do Not Sell My Info” footer link.
DatanyzeRequest RemovalUse the removal request form (Datanyze is owned by ZoomInfo).
DealfrontEmail privacy@dealfront.comEmail your removal request to privacy@dealfront.com.
DemandbaseOpt-Out GuideClick “Do Not Sell My Info” in the footer, then click “Opt out”.
FlashIntelDon’t Sell My InformationSubmit the opt-out form directly (FlashIntel has rebranded to FlashLabs).
FullContactOpt-Out GuideClick “Your Privacy Choices” and select “Delete My Data”.
Hunter.ioClaim ProfileProcess removal by claiming your profile at the link.
InsideViewEmail crystald@gettheinsideview.comEmail your removal request to crystald@gettheinsideview.com.
KasprPrivacy PortalSubmit your information at the Kaspr Privacy Portal.
KendoRemoval RequestFill out the removal request form.
Lead411Privacy ChoicesSubmit your request via the online form.
LeadFuzeOpt-Out FormFill out the LeadFuze Opt-Out Form.
LeadIQRequest RemovalSubmit the form or email privacy@leadiq.com.
LoxoEmail support@loxo.coEmail your removal request to support@loxo.co.
LushaPrivacy CenterComplete the form at the Lusha Privacy Center.
PeopleDataLabsDo Not Sell or ShareSubmit your data removal request at the privacy portal.
PiplCalifornia Privacy NoticeOpt-out via the “Information for Individuals” section or the CCPA request link in their policy.
ReachStreamEmail privacy@reachstream.comEmail your removal request to privacy@reachstream.com.
RocketReachRemove ProfileUse the direct profile removal form.
SalesIntelOpt-Out FormFill out the direct opt-out form.
Seamless.aiPrivacy PreferencesSubmit your request via the portal or email privacy@seamlessleads.com.
SignalHireOpt-OutUse the direct opt-out form.
Snov.ioDo Not Sell My InfoUse the direct opt-out form to request data removal.
SpokeoOpt-OutSearch for your profile, copy the URL, and submit it at the link.
Swordfish.aiOpt-outSubmit your profile link at the opt-out portal.
UpLeadOpt-Out FormSubmit your details at the UpLead Opt-Out Form.
WizaOpt-Out DirectoryFind your profile in their directory and submit your opt-out request.
ZoomInfoPrivacy Request PortalSubmit your corporate email at the ZoomInfo Privacy Request Portal.

Critical Best Practices for Leaders

  • Corporate Email Verification: Platforms like ZoomInfo and Apollo strictly require you to verify your request using your active corporate email address.
  • Find Your Profile URL First: To process removals, sites like ContactOut, Spokeo, and Wiza require you to locate and submit your specific public profile URL.
  • Use a Dedicated Email for Requests: When submitting opt-out forms, use a secondary alias to avoid inadvertently providing brokers with fresh contact data.
  • Expect Re-appearance: Brokers like SalesIntel openly state they re-verify data every 90 days. Schedule a quarterly audit to ensure your profile stays suppressed.

Automating Your Defense: AI Agents vs. Managed Services

The sheer volume of B2B data brokers makes manual removal a daunting task. While automation is the logical next step, the “how” matters immensely—especially for security-conscious leaders.

The AI Agent Trap: A Note on OpenClaw

You may have seen open-source AI agents like OpenClaw (or its predecessors Moltbot/Clawdbot) promoted for these tasks. While powerful, OpenClaw is often cited by researchers as a “security nightmare” for several reasons:

  • Malicious Skills: Its marketplace is largely unvetted; malicious “skills” can easily exfiltrate the very PII you are trying to protect.
  • Prompt Injection: Proactive agents that read emails or web content are highly vulnerable to indirect prompt injection attacks.
  • Plaintext Secrets: Many community builds store sensitive credentials in plaintext configuration files.

Safer Paths to Automation

If you are looking to automate your privacy defense, prioritize solutions that value isolation and sandboxing:

  1. Security-First Agents:
    • NVIDIA NemoClaw: For those who want the power of OpenClaw without the risks, NVIDIA’s NemoClaw stack provides a secure, local execution environment. It uses the OpenShell runtime to enforce policy-based guardrails and runs models (like Nemotron) locally on RTX hardware, ensuring your PII never leaves your own compute.
    • NanoClaw: A lightweight framework designed to run each session in an isolated Docker or Apple Container, preventing the agent from ever touching your host filesystem.
  2. Managed Privacy Services: For most executives, the safest and most efficient path is a dedicated, SOC 2-compliant service. These platforms use internal automation and legal expertise without requiring you to manage local agent infrastructure.
    • Optery: Provides a high-quality free scan of 300+ brokers and professional-grade automated removal.
    • Incogni: A highly streamlined service that handles the legal legwork of DSAR (Data Subject Access Requests) on your behalf.
    • DeleteMe: Offers a more “white-glove” approach with human privacy experts to handle the most stubborn removals.

The Bottom Line

Privacy is not a one-time project; it is a continuous operational requirement. Whether you choose a manual audit, a sandboxed agent, or a managed service, the goal is the same: minimize your digital footprint to reduce your attack surface.