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BeginnerModule 4Lesson 2/4

What Data Brokers Know About You

Learn how data brokers collect profiles and what you can do to opt out

15 min+38 XP3 quiz
Module progress2 of 4
datadatadatadata
Silhouette · Data tags · Broker marketplace

Opening

A company you never signed up for may still sell a page about you

Data brokers do not need your password. They buy, scrape, and merge. Property records, voter rolls, warranty cards, loyalty programs, app advertising IDs, and public social profiles become a dossier: names, addresses, relatives, phone numbers, and inferred interests. People-search sites are the storefront. Marketing and risk-scoring firms are the wholesale customers. You will look up your own name on one people-search site if you choose, note what is already public, and — if you want — start one official opt-out. You will not search other people. You will not pay a random "we will erase you" ad. Opt-out is legal, slow, and incomplete. That is the mechanism, not a failure of willpower.

1. Three pipes into one sold profile

Pipe one: public records. In many regions, property deeds, court dockets, and voter files are lawful to copy. Brokers do. The record was never "secret"; the surprise is the search engine that glues your old apartment to your current phone. Pipe two: commercial exhaust. Loyalty cards, magazine cards, contest forms, and "optional" checkout fields feed marketing databases. You traded a discount for a row in a table. Pipe three: tracking. Cookies, mobile ad IDs, and pixels from Module 1 do not stay on one shop. They join a graph. Data-sharing clauses in privacy policies are the paperwork for that join. The product is not a single stolen password. It is a stitched identity: your name plus last three addresses plus likely age plus a relative's name. That bundle is valuable for ads, skip-tracing, and — when it leaks — for phishing that mentions a real street you lived on in 2016. A breach at a broker is a breach of people who never created an account there.

People-search sites are the version you can see without a corporate contract: type a name, see addresses and relatives. They refresh from broker feeds and from the open web, including the public social leftovers from the last lesson. That is why locking YOUR audience still matters — it reduces new scrape fuel — and why it does not empty the warehouse overnight. Legal opt-out (CCPA/CPRA-style requests, GDPR access/erasure where you are covered, each broker's official form) is the adult tool. It is slow. Sites republish. You repeat. Anyone selling a one-click miracle in a sponsored result is usually selling panic.

2. Wrong vs right: paying a "remove me" ad after searching a coworker

Worked failure mode — turning a self-lookup into surveillance, or turning fear into a credit-card harvest. Official forms only; your name only.

  • Wrong

    Search a partner, neighbor, or classmate "to see what's out there." Screenshot their relatives. Click a banner that says REMOVE YOUR DATA NOW — $19.99/month with no legal identity. Paste someone else's details into an opt-out "as a favor." That is doxxing-adjacent and a gift to a scam. Brokers already have enough rows; do not add yours to a fake remover.

  • Right

    Search your own name on one people-search site. Write what is public (address? relatives? phone?) in $HOME/cyberlium-lab. If you choose, open that same site's official opt-out or privacy request page — not a third-party ad — and submit only your information. Expect delay and leftovers. Do not pay random removers. Do not look up anyone else as the lab.

3. Practical: your name, one site, optional official opt-out

Pick one well-known people-search property and search the name you legally use. You are collecting evidence about YOUR public surface, not building a target list. If the page asks you to pay to "see full report," stop at the free preview — that is enough to note fields. Opt-out is optional in this lesson because some jurisdictions and some sites make you upload ID; never upload ID to a sketchy clone. Use the URL you typed, not a sponsored impersonator.

Self-lookup notes — your name only, official opt-out if you choose

mkdir -p "$HOME/cyberlium-lab"
NOTES="$HOME/cyberlium-lab/broker-optout.txt"

# 1) Open ONE people-search site in your browser.
#    Search YOUR name only. Stop at the free preview if they paywall the rest.
# 2) Optional: that SAME site's official opt-out / privacy request — not a banner ad.
# 3) Record fields you saw about YOURSELF. No other people's names.

{
  echo "date: $(date -Iseconds 2>/dev/null || date /t)"
  echo "site: (people-search site YOU used)"
  echo "searched: my own name only"
  echo "public_fields_seen: (address / phone / relatives / none in preview)"
  echo "official_optout_started: yes/no"
  echo "paid_a_random_remover: no"
  echo "searched_other_people: no"
} > "$NOTES"
chmod 600 "$NOTES"
cat "$NOTES"

# NEVER: search coworkers, classmates, exes, or strangers "for OSINT"
# NEVER: pay a sponsored "we delete you from 500 sites" scam
# NEVER: submit someone else's data on an opt-out form

Mission: inspect your own people-search row

Search your own name on one people-search site. In $HOME/cyberlium-lab/broker-optout.txt note which fields were public in the preview. If you choose, start that site's official opt-out (not a paid random remover). Do not search other people. Do not paste anyone else's addresses into your notes.

Stuck? Ask Cyberlium AI Mentor

If the opt-out page looks like a clone or demands a weird fee, ask Cyberlium AI Mentor for a hint — not a list of people to search. Try: "Hint only: how do I tell an official broker opt-out form from a paid 'remove me' ad, and why might data reappear months later?"

You know the three pipes — records, purchases, tracking — and that sold profiles outlive a single privacy toggle. Legal opt-out is a marathon you run on official forms, for yourself, without feeding scam removers. Next — Photo Metadata EXIF — another public leftover: GPS, camera model, and timestamps hiding inside files you thought were "just a picture."

Knowledge Check

1

APPLY: A people-search page shows your old apartment and a relative's name. You never created an account there. Best mechanism?

Multiple choice

Knowledge Check

2

APPLY: A classmate wants to look up the instructor on a people-search site "for the lab," and a banner offers full deletion for $19.99. What do you do?

Multiple choice

Knowledge Check

3

APPLY: True or False: One successful legal opt-out permanently erases you from every broker and people-search site.

True or False

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Answer all 3 knowledge checks to continue. (0/3 answered)