Seeing your name appear in “People Also Viewed,” “Related Profiles,” or “People You May Know” sidebars can feel invasive, especially when it exposes your connections, workplace, hometown, or other personal details to strangers. This guide explains how those boxes work, where they pull data from, and the practical steps you can take to reduce or remove your presence in them across major social networks, professional directories, and people-search databases.
What “People Also Viewed” and Related Sidebars Actually Are
These boxes are recommendation modules. They appear on social networks, professional platforms, and people-search sites to keep visitors clicking. The suggestions usually come from a mix of:
- Behavioral signals: Profiles frequently viewed or clicked together, co-workers visiting each other’s pages, and mutual connection patterns.
- Account and profile data: Job titles, employers, schools, locations, and declared interests that algorithms group as “similar.”
- Contact graphs: Mutual friends, email/phone address books that users upload, and group memberships.
- Public web data: Information scraped or licensed from data brokers and public records, especially on people-search and directory sites.
Because these modules are algorithmic, there’s rarely a single “delete me” button. But you can shrink your exposure through privacy settings, content edits, behavior changes, and data-broker opt-outs.
Decide Your Goal: Reduce, Hide, or Remove
Clarify what you want before acting:
- Reduce visibility: Limit how often you appear in related lists by tightening privacy settings, minimizing profile data, and altering activity patterns.
- Hide from non-connections: Restrict who can view your profile or parts of it. You may still appear to approved contacts.
- Remove entirely (where possible): Opt out or delete accounts on platforms that allow it, and remove your data from people-search sites that fuel these lists.
Your strategy will likely be a combination: lock down privacy on social networks, edit profile details to be less matchable, and opt out from data brokers.
Reduce or Remove Yourself on Major Social Platforms
While each platform changes its interface periodically, the following approaches remain consistent. After making changes, give algorithms time (often days or weeks) to update.
- Turn off “People Also Viewed” on your profile: In Settings & Privacy, find the visibility section and disable the option that shows “People also viewed.” This prevents the box from appearing on your profile, and can reduce reciprocal links to others.
- Limit your discoverability: In visibility controls, restrict who can see your last name, your email, and whether your profile is visible to off-LinkedIn searches.
- Reduce matchable data: Consider removing past employers, old locations, or niche keywords that tightly cluster you with a small cohort.
- Adjust viewing behavior: Frequent views of a small set of profiles strengthen those connections; spread out or reduce profile browsing.
- Public profile controls: Turn off or minimize your public profile so search engines and third parties see less data to correlate.
- People You May Know is not fully disable-able, but you can limit data feeding it. Turn off contact upload/sync on all devices and remove previously uploaded contacts in Settings.
- Lock down friend list visibility: Set your friends list to “Only Me.” This reduces graph exposure that powers related suggestions.
- Limit profile info visibility: Hide your city, workplace, and education from public or “Friends of Friends.”
- Restrict who can look you up: In privacy settings, prevent lookups by email/phone and remove search engine linking to your profile.
- Prune connections and activity: Leaving large public groups, untagging from public posts, and limiting public likes/comments reduces algorithmic overlap.
- Set your account to private: This reduces cross-account exposure and related-profile suggestions for non-followers.
- Disconnect contact syncing: Turn off and delete synced contacts to avoid being recommended to people who have your number or email.
- Limit discoverability: Avoid broad, high-traffic hashtags and public interactions that connect you to clusters.
Twitter/X
- Protect your tweets: Private accounts and restricted DMs reduce recommendation surfaces.
- Review discoverability: Toggle settings that allow others to find you by email or phone.
- Reduce cross-engagement: Heavy interaction within a small circle can intensify related recommendations.
Other Networks and Forums
- Disable contact syncing and remove previously uploaded contact lists where available.
- Make profiles private or selectively hide fields like location, employer, and education.
- Minimize unique identifiers such as an uncommon job title plus a small town, which can link you to a tiny cohort.
Remove Your Data From People-Search and Directory Sites
People-search sites and directories often power “related profiles” on their own platforms and influence similar modules elsewhere. Removing your records reduces the data that feeds these sidebars.
- Identify your listings: Search your full name plus city/state, nicknames, previous names, and unique identifiers (company, school). Open results in a private window to avoid personalized ranking.
- Confirm the record is you: Look for age ranges, relatives, and addresses. Be cautious about providing extra data in removal forms—only what’s required.
- Submit opt-outs: Many sites have privacy/opt-out pages. You may need an email confirmation or to solve a CAPTCHA.
- Track your submissions: Keep a simple spreadsheet with site name, URL, date requested, method (web form/email), and status.
- Recheck periodically: Some listings reappear after data refreshes. Revisit every 2–3 months or after a known data breach.
Common categories that host “related” modules include people-finder sites, alumni directories, professional association rosters, and local club lists. If the site lacks an opt-out, contact the administrator politely, cite privacy concerns, and request removal or redaction. In jurisdictions with privacy laws (see below), you may have legal grounds to compel removal.
Use Privacy Laws to Your Advantage
Depending on where you live, you may have rights to access, delete, or restrict the use of your personal data—rights that can help reduce or eliminate your appearance in related-profile boxes.
- California (CCPA/CPRA): Right to know, delete, and opt out of sale/sharing of personal information. You can submit requests directly to covered businesses and ask them not to use your data for targeted recommendations.
- Virginia, Colorado, Connecticut, Utah, and more: State privacy laws offer varying rights to access, delete, correct, and opt out of targeted advertising and profiling.
- European Union/UK (GDPR/UK GDPR): Rights to access, rectification, erasure (right to be forgotten), restriction, and objection to processing, including profiling.
When writing to a site, identify yourself, specify the data you want removed or restricted, reference the applicable law, and request confirmation. Keep copies of your requests and any responses.
Change Behaviors That Feed the Algorithms
Recommendation systems learn from patterns. Small changes in your activity can have outsized effects on whether you appear in “related” lists.
- Reduce reciprocal browsing: Frequently viewing the same small cluster of profiles reinforces those links.
- Limit public interactions: Public comments and likes, especially in niche groups, make you more “similar” to those users.
- Break unique combinations: Remove or generalize niche titles, small-employer names, or very specific locations that tightly cluster you.
- Use private modes: Where available, private or restricted viewing can lessen the footprint of your browsing.
Control What Third Parties Know About You
Recommendations often combine on-platform behavior with off-platform signals. Reducing off-platform exposure helps weaken these ties.
- Stop address book uploads: Disable contact syncing across email, messaging, and social apps. Delete previously uploaded contacts from each service.
- Reduce data broker exposure: Opt out of major data brokers (e.g., people-search, marketing databases) that sell or share your identity graph.
- Use browser privacy tools: Block third-party cookies, limit cross-site tracking, and consider separate browsers or profiles for work and personal use.
- Scrub public posts and bios: Remove phone numbers, emails, and granular location details from bios, posts, and resumes cached online.
Escalation Paths When Settings Aren’t Enough
- Contact support: Provide profile URLs, screenshots of the related-profile module, and explain the privacy concern. Ask whether they can disable your inclusion.
- Report harassment or safety risks: If related suggestions expose you to threats or doxxing, reference safety policies and request expedited removal.
- Invoke legal rights: Submit a formal data-rights request citing the relevant law, and ask for confirmation of action taken.
- Last resort—account deletion: If a platform cannot or will not reduce exposure to an acceptable level, deleting the account can remove the data foundation for those links. Remember to clear cached search results where possible by removing public pages or requesting search-engine removals for outdated content you control.
Track Progress and Maintain Privacy Hygiene
Think of related-profile suppression as an ongoing maintenance task. Algorithms and data sources change, so schedule periodic reviews.
- Monthly: Review key privacy settings on major platforms; confirm contact syncing is still off on all devices.
- Quarterly: Recheck people-search listings and resubmit opt-outs if needed. Search your name in an incognito window.
- After big life changes: Job changes, moves, or new certifications can re-trigger clustering; revisit profile visibility and data minimization.
- After breaches or unusual activity: If you see unfamiliar accounts or credit alerts, that can indicate new data linkages.
Protect the Financial Side of Your Identity
Reducing your appearance in “related” boxes helps with privacy, but it does not monitor for financial misuse of your identity. If your personal details have circulated widely or you’ve been targeted by doxxing or data breaches, consider layering in credit and identity monitoring so you can respond quickly to new-account fraud or misuse of your information. A consolidated privacy and credit-monitoring dashboard can help you watch for new credit inquiries, account openings, and other identity signals from one place. If that would be helpful, you can learn more here: SmartCredit for privacy, credit monitoring, and identity protection.
Frequently Asked Questions
Can I completely remove myself from “People Also Viewed” on every site?
Not always. Some platforms provide a setting to hide the module on your own profile, others do not. You can still reduce your appearance by limiting profile visibility, removing matchable data, and opting out of data brokers.
If I make my profile private, will I still appear in related lists?
You may still appear to your approved connections or followers, but restricting public visibility and discoverability often reduces how frequently you are suggested to strangers.
How long do changes take to show up?
It varies by platform. Expect anywhere from a few days to several weeks for algorithms and caches to refresh. People-search removals may take 1–30 days, depending on the site.
Will deleting my account remove me from related sidebars?
On that specific platform, deletion removes the data used for suggestions. However, data already copied elsewhere (e.g., people-search sites) may persist until you submit their separate opt-outs.
Do privacy laws apply if I’m not in California or the EU?
Possibly. Several U.S. states and other countries have privacy laws with similar rights. Check your state or country for current rules and follow the site’s data request process.
A Practical 30-Day Action Plan
- Day 1–3: Turn off contact syncing everywhere; make key social profiles private; hide friends lists; restrict who can look you up by email/phone.
- Day 4–7: Edit profiles to remove niche identifiers; disable or hide “People Also Viewed” where possible; stop frequent viewing of the same small group.
- Day 8–14: Identify and opt out of major people-search listings; document submissions and confirmations.
- Day 15–21: Revisit platform discoverability and search-engine visibility; reduce public group memberships and public comments.
- Day 22–30: Audit results in an incognito window; resubmit any failed opt-outs; consider ongoing monitoring for identity and credit changes.
Conclusion
“People Also Viewed” and related-profile sidebars exist to keep you clicking, not to keep you private. You can push back by minimizing the data that links you to others, restricting who can discover your accounts, changing behaviors that train the algorithm, and removing yourself from people-search sites that amplify your visibility. Combine platform settings with steady data-broker opt-outs and an occasional privacy audit, and you’ll significantly reduce how often you appear in those sidebars while strengthening your overall privacy posture.
Good to Know
Many “related profile” boxes are powered by viewing behavior; if you and a small circle click each other often, you reinforce those links. Reducing mutual clicks and removing personally identifiable details can weaken or break those connections over time.