Reviews
Data brokers, people-search sites, credit bureaus, ad-tech platforms, public records, and identity services compared
Data services compared by source, product, customer, decision use, visibility, correction rights, opt-outs, deletion, identity proof, and evidence limits.
What to take away
- Data brokers, people-search sites, credit bureaus, ad-tech platforms, public records, and identity services compared. No single label fits all six.
- A people-search listing from Spokeo or Whitepages is not a consumer report from Equifax, Experian, or TransUnion.
- A public record at PACER or a California Secretary of State filing is the source agency's record; a broker's copy is a separate product.
- Ad-tech platforms such as Google Ads, Meta Ads, and The Trade Desk work with devices, events, audiences, and campaign measurement rather than public name searches.
- Identity services such as ID.me and Login.gov match or verify a claimed identity, but their output is not a complete biography.
- Classify the product before choosing correction, access, opt-out, deletion, or complaint steps.
Ask what product exists, where its inputs came from, who receives it, and what decision it supports. Named examples make the comparison concrete.
Side-by-side view of named data services
| Service | Typical inputs | Typical output | Common customer | Main consumer issue |
|---|---|---|---|---|
| Data broker: Acxiom | Purchases, registrations, public records, online events, partner files | Lists, attributes, profiles, or scores | Marketers, platforms, analysts, fraud teams | Hidden collection and unclear downstream use |
| Data broker and specialty reports: LexisNexis Risk Solutions | Public records, claims, credit header, identity signals, partner files | Risk scores, claims history, identity verification, specialty reports | Insurers, banks, employers, government | Access, dispute, and specialty report rules |
| People-search: Spokeo | Public records, directories, social profiles, broker files | Searchable report tied to a name, phone, or address | Members of the public | Address, family, and contact exposure |
| People-search: BeenVerified | Public records, commercial files, social profiles | Background-style reports on people | Consumers | Subscription terms and deletion |
| People-search: Whitepages | Phone and address directories, public records | Name, phone, and address lookup | Consumers and small businesses | Suppression and stale links |
| Credit bureau: Equifax, Experian, TransUnion | Credit accounts, collections, court records, inquiries | Credit reports and scores | Lenders, landlords, employers, insurers | Accuracy, dispute, and free report access |
| Specialty consumer reporting: ChexSystems | Checking account history, reported banking mishaps | Deposit account screening report | Banks and credit unions | Account denial and dispute |
| Ad-tech: Google Ads | Search, YouTube, device and account events | Ads, audiences, conversion measurement | Advertisers and publishers | Ad settings and deletion |
| Ad-tech: Meta Ads | Facebook and Instagram events, device and account signals | Audience targeting and attribution | Advertisers and publishers | Ad preferences and off-platform data |
| Ad-tech: The Trade Desk | Cookie, device, CTV, and first-party data | Programmatic ad buying and measurement | Agencies and advertisers | Cross-context tracking and opt-outs |
| Public records: PACER | Federal court filings | Docket and document access | Public, lawyers, researchers | Per-page fees and records |
| Public records: California Secretary of State | Business entity filings | Public business records | Public, agencies, professionals | Correction by filing |
| Identity service: ID.me | Documents, selfie, account, reference data | Identity proofing and group verification | Government agencies and retailers | False mismatch and retention |
| Identity service: Login.gov | Government records, documents, device signals | Login credential and identity proofing | Federal agencies | Privacy and access |
Consumer reporting is a distinct category
Some companies create reports used in decisions about credit, employment, rental housing, insurance, banking, or similar eligibility. Equifax, Experian, and TransUnion dominate the nationwide credit report market. ChexSystems supplies deposit account screening reports to banks and credit unions. LexisNexis Risk Solutions sells claims history and specialty reports to insurers and other permitted users.
The Consumer Financial Protection Bureau's list of consumer reporting companies explains that companies beyond the three nationwide credit bureaus collect information for specialized markets. It also describes consumers' ability to request reports and dispute inaccurate or incomplete information under applicable federal law. The list is not exhaustive, and a company's inclusion or self-description does not settle every legal classification.
The CFPB list and its descriptions reflect the rules in effect when this article was published. Check the CFPB site for the current version.
Equifax dispute: https://www.equifax.com/personal/credit-report-services/credit-dispute/. Experian: https://www.experian.com/disputes/main.html. TransUnion: https://www.transunion.com/credit-disputes/dispute-your-credit.
If a landlord cites a tenant-screening report from TransUnion SmartMove or Experian RentBureau, use the report-access and dispute route for that decision. A Spokeo opt-out is not an adequate substitute.
People-search services publish for discovery
People-search products let a user search by name, address, phone number, or another identifier. Spokeo, BeenVerified, Whitepages, TruePeopleSearch, and FastPeopleSearch are common examples. They may display age ranges, address histories, associates, and relatives. Some show property references or court-record leads.
Spokeo and BeenVerified typically require an opt-out request tied to a profile URL. Whitepages offers a suppression option for some listings. Free sites such as TruePeopleSearch and FastPeopleSearch often provide removal forms but may regenerate a listing from a fresh public record.
Spokeo opt-out: https://www.spokeo.com/optout. BeenVerified opt-out: https://www.beenverified.com/app/optout/search.
Visible results can create a safety risk even if nobody uses them for a regulated decision. Suppression often targets the display or sale of a listing.
Ad-tech organizes events and audiences
Advertising systems may receive page visits, app events, approximate or precise location, and campaign clicks. They also collect purchase events and device or account identifiers. Google Ads, Meta Ads, and The Trade Desk use those inputs to create audience segments, limit repetition, measure conversions, or select ads.
Google My Ad Center and Meta Ad Preferences let users review some interest and ad settings. The Trade Desk relies on cookie, device, and connected-TV identifiers for programmatic buying.
An ad preference can reveal a category without exposing a named public report. A Spokeo page can reveal an address without participating in an ad auction. Investigate the data flow rather than assuming one label explains both.
Public records remain with the source
A recorder, court, licensing board, property office, or election authority may maintain a record under specific access and retention rules. PACER, the federal courts' Public Access to Court Electronic Records system, charges per page and waives fees for low usage under its posted schedule.
The California Secretary of State publishes business entity filings. A county recorder in Clark County, Nevada, holds property records.
A commercial service can copy, reformat, index, or combine that information. Requesting removal from the commercial copy does not order the source agency to alter its record.
If the source is wrong, contact the office that has authority to correct it. If disclosure creates a safety risk, ask about lawful redaction, sealing, confidentiality, or substitute-address programs available in the relevant jurisdiction.
Identity services answer a narrower question
An identity service may ask whether presented attributes belong to a real person, whether a document is valid, whether a person controls an account, or whether a transaction resembles fraud. ID.me verifies identity for government agencies and some retailers. Login.gov provides a shared federal login and identity proofing service. LexisNexis Risk Solutions supplies identity and fraud signals to businesses.
A successful match does not prove every associated attribute is accurate. A failed match does not prove fraud. Ask what input failed, whether manual review exists, how to correct source data, and how long evidence is retained. ID.me and Login.gov publish privacy and access information for users.
Legal definitions are jurisdiction-specific
California's official CCPA consumer guidance distinguishes rights to know, delete, correct, limit, and opt out of sale or sharing, while also describing data brokers and statutory exceptions. Virginia's Consumer Data Protection Act and Colorado's Privacy Act create different rights and thresholds.
Those definitions and procedures concern state law. They should not be treated as a universal definition for every state or country.
State privacy laws change. The descriptions here reflect the laws in effect when this article was published.
Before acting, identify the person's residence, the business, the data source, the product, and the use. A single company can operate more than one product under different rules. Equifax, for example, runs credit reporting and identity theft products under separate terms.
Choose the remedy by failure
Choose remedy by failure
Wrong field in decision report?
request report and dispute field
check other failure types
| Failure | Remedy |
|---|---|
| Safety exposure from a people-search listing | Request opt-out or suppression from the people-search site; ask the source agency about redaction or confidentiality programs. |
| Adverse decision from a consumer report | Dispute with the reporting agency; request a free report; contact the furnisher. |
| Inaccurate public record | Contact the source agency that holds the record. |
| Unwanted ad targeting | Adjust ad settings with Google, Meta, or The Trade Desk opt-out. |
| Identity verification failure | Ask the identity service what input failed; request manual review; correct source data. |
| Unauthorized data collection or sale | Exercise state privacy rights (e.g., CCPA) to know, delete, or opt out. |
Common questions
Is a credit bureau a people-search site?
No. Equifax, Experian, and TransUnion create consumer reports for defined uses. Spokeo and Whitepages sell or display discovery reports to users under different conditions.
Can a public-record office delete a broker's copy?
Not by default. PACER or a state filing office controls its own record under applicable law. The broker controls its copy or product, subject to any rights and duties that apply.
Does an ad-tech identifier contain my name?
It may not, but identifiers and event patterns from Google Ads, Meta Ads, or The Trade Desk can still relate to a person or device. Assess linkage and use, not the field label alone.
Which request should come first?
Start with the failure that can cause the greatest harm: safety exposure, an adverse decision, active fraud, or a high-risk inaccurate record.
