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Credit Monitoring Services

Privacy First Skeptic

LLM Search+Fanout Visibility
Dominant · Wikidata ρ=0.391

AI recommendation signal analysis across 125 domains for the Privacy First Skeptic persona in Credit Monitoring Services.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
125Domains Tracked
12.7MReddit Posts
18KWikipedia Articles
4.5MOpen Web Matches
Privacy First Skeptic_persona.report
DomainScore
aura.com
5.5
myfico.com
4.8
identityforce.com
2.5
annualcreditreport.com
2.3
privacyguard.com
1.8
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This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering Privacy First Skeptic queries, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to Privacy First Skeptic fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
money.comhttps://money.com/best-credit-monitoring-services/346973895
security.orghttps://www.security.org/identity-theft/best/credit/34096994
https://www.safehome.org/identity-theft-protection/best/credit/https://www.safehome.org/identity-theft-protection/best/credit/22995594
https://www.cnbc.com/select/best-credit-monitoring-services/https://www.cnbc.com/select/best-credit-monitoring-services/262972495
https://coveron.com/blog/best-credit-monitoring-services/https://coveron.com/blog/best-credit-monitoring-services/21694594
What Is the Best Credit Monitoring Service? 7 Options Right Nowhttps://www.aura.com/learn/credit-monitoring-service138961694
What To Know About Identity Theft | Consumer Advicehttps://consumer.ftc.gov/articles/what-know-about-identity-theft?utm_source=openai163974795
https://www.consumerreports.org/money/credit-monitoring-services/best-credit-monitoring-services/https://www.consumerreports.org/money/credit-monitoring-services/best-credit-monitoring-services/151971895
https://allaboutcookies.org/best-credit-monitoring-serviceshttps://allaboutcookies.org/best-credit-monitoring-services167976495
The 7 Best Credit Monitoring Services of 2026https://www.bestmoney.com/financial-advisor/learn-more/best-credit-monitoring-services11995194
What credit data is monitored? | myFICOhttps://www.myfico.com/legal/monitored-data?utm_source=openai137961094
https://consumer.ftc.gov/articles/free-credit-reportshttps://consumer.ftc.gov/articles/free-credit-reports163974795
Privacy Policy and Data Protection Guidelines | myFICOhttps://www.myfico.com/policy/privacy-policy?skin=english&utm_source=openai137961094
myfico.comhttps://www.myfico.com/policy/privacy-policy137961094
https://privacyrights.org/https://privacyrights.org/136963095
Identity Theft Monitoring | IdentityForce®https://www.identityforce.com/monitor-identity-threat?utm_source=openai12796194
aura.comhttps://www.aura.com/legal/privacy-policy138961694
Best Credit Monitoring Services of 2025https://www.usnews.com/360-reviews/privacy/best-credit-monitoring-services156971795
Security Features | IdentityForce®https://www.identityforce.com/support/security-features?utm_source=openai12796194
idshield.comhttps://www.idshield.com/information-protection11896194
https://www.businessinsider.com/personal-finance/credit-score/what-is-innovishttps://www.businessinsider.com/personal-finance/credit-score/what-is-innovis162972895
IDShield - Identity Theft Protection for Individuals & Familieshttps://www.idshield.com/?r=0&utm_source=openai11896194
identityguard.comhttps://www.identityguard.com/legal/privacy-secure-faqs12796294
Best Credit Monitoring Services of 2026https://www.finder.com/credit-building/credit-monitoring-services?utm_source=chatgpt.com140961194
https://cybernews.com/identity-theft-protection/credit-monitoring-services/https://cybernews.com/identity-theft-protection/credit-monitoring-services/148974395
IDShield identity theft protection review: An efficient and affordable option for basic coveragehttps://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/id-shield-review?utm_source=openai147971794
https://www.security.org/identity-theft/aura/review/https://www.security.org/identity-theft/aura/review/14096994
https://www.finder.com/credit-building/credit-monitoring-serviceshttps://www.finder.com/credit-building/credit-monitoring-services140961194
https://allaboutcookies.org/aura-vs-experianhttps://allaboutcookies.org/aura-vs-experian167976495
https://www.security.org/identity-theft/best/https://www.security.org/identity-theft/best/14096994
Privacy Policyhttps://www.aura.com/legal/privacy-policy?utm_source=openai138961694
https://www.fico.com/en/privacy-policyhttps://www.fico.com/en/privacy-policy141961094
https://arstechnica.com/civis/threads/mozilla-expands-its-privacy-focus-with-monitor-plus-data-broker-removal-service.1498701/https://arstechnica.com/civis/threads/mozilla-expands-its-privacy-focus-with-monitor-plus-data-broker-removal-service.1498701/156974996
https://www.aura.com/learn/credit-monitoring-apphttps://www.aura.com/learn/credit-monitoring-app138961694
https://legalblogs.wolterskluwer.com/arbitration-blog/consumer-data-breach-equifax-and-arbitration/https://legalblogs.wolterskluwer.com/arbitration-blog/consumer-data-breach-equifax-and-arbitration/148962895
Identity protection company Aura suffers massive 900,000 person data breach: customer information exposedhttps://www.tomsguide.com/computing/online-security/identity-protection-company-aura-suffers-massive-900-000-person-data-breach-customer-information-exposed?utm_source=openai147971794
https://www.idshield.com/privacy-policyhttps://www.idshield.com/privacy-policy11896194
https://www.which.co.uk/news/article/how-credit-reference-agencies-make-you-the-product-aAOB92I0cNnihttps://www.which.co.uk/news/article/how-credit-reference-agencies-make-you-the-product-aAOB92I0cNni14696994
Frequently Asked Questions (FAQ) About Identity Guardhttps://www.identityguard.com/faq?utm_source=openai12796294
https://www.identityguard.com/privacy-policyhttps://www.identityguard.com/privacy-policy12796294
Credit Karma Terms of Servicehttps://www.terms.law/ToS-Watchdog/debt-collection/credit-karma/11195594
https://www.topconsumerreviews.com/best-credit-monitoring-companies/detailed-reviews.phphttps://www.topconsumerreviews.com/best-credit-monitoring-companies/detailed-reviews.php11295094
Identity Theft Protection - Experianhttps://www.experian.com/protection/identity-theft-and-credit-protection/?utm_source=openai153972295
https://www.equifax.ca/en/privacyhttps://www.equifax.ca/en/privacy13295694
Experian IdentityWorks - Privacy Policyhttps://portal.experianidworks.com/privacy-policy?utm_source=openai11795494
PrivacyGuard - Identity Theft Protectionhttps://www.privacyguard.com/identity-theft-protection.html?utm_source=openai11696094
TransUnion Credit Memberships Help Center | TransUnionhttps://www.transunion.com/member-help-center?utm_source=openai151972195
LifeLock to Pay $100 Million to Consumers to Settle FTC Charges it Violated 2010 Order | Federal Trade Commissionhttps://www.ftc.gov/news-events/news/press-releases/2015/12/lifelock-pay-100-million-consumers-settle-ftc-charges-it-violated-2010-order?utm_source=openai163973595
Products Privacy Notice | Nortonhttps://us.norton.com/privacy/products-privacy-notice?utm_source=openai150973895
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
money.comhttps://money.com/best-credit-monitoring-services/346973895
security.orghttps://www.security.org/identity-theft/best/credit/34096994
Best Credit Monitoring and Protection Services in 2026https://www.safehome.org/identity-theft-protection/best/credit/22995594
Best credit monitoring services of June 2026https://www.cnbc.com/select/best-credit-monitoring-services/262972495
The best credit monitoring services in 2026https://coveron.com/blog/best-credit-monitoring-services/21694594
aura.comhttps://www.aura.com/legal/privacy-policy238961694
https://www.techradar.com/pro/enhance-your-identity-security-and-privacy-protection-with-usd70-off-lifelock-total-identity-theft-protection-data-removal-and-social-media-monitoring-for-complete-privacy-controlhttps://www.techradar.com/pro/enhance-your-identity-security-and-privacy-protection-with-usd70-off-lifelock-total-identity-theft-protection-data-removal-and-social-media-monitoring-for-complete-privacy-control155972195
What is Innovis? Your comprehensive guide to credit & identity solutionshttps://www.businessinsider.com/personal-finance/credit-score/what-is-innovis162972895
My Credit Report & Credit Scores - All 3 Bureaus | PrivacyGuardhttps://www.privacyguard.com/11696094
Consumer Data Breach: Equifax and Arbitration | Kluwer Arbitration Bloghttps://legalblogs.wolterskluwer.com/arbitration-blog/consumer-data-breach-equifax-and-arbitration/148962895
https://www.myfico.com/legal/monitored-datahttps://www.myfico.com/legal/monitored-data137961094
Credit Karma Terms of Servicehttps://www.terms.law/ToS-Watchdog/debt-collection/credit-karma/11195594
https://www.experian.com/protection/identity-theft-and-credit-protection/https://www.experian.com/protection/identity-theft-and-credit-protection/153972295
myfico.comhttps://www.myfico.com/policy/privacy-policy137961094
Incogni vs. Deleteme vs. WalletHub: Which Is Better? (2026)https://wallethub.com/edu/iti/incogni-vs-deleteme-vs-wallethub/172186140963595
Equifax Gets Slammed, Removes Forced Arbitration Clause from Credit Monitoring Offerhttps://www.darkreading.com/cyberattacks-data-breaches/equifax-gets-slammed-removes-forced-arbitration-clause-from-credit-monitoring-offer148971095
https://www.zanderins.com/identity-theft-protection/get-protected/choose-a-planhttps://www.zanderins.com/identity-theft-protection/get-protected/choose-a-plan11195193
ScoreMaster® – Apps on Google Playhttps://play.google.com/store/apps/details/ScoreMaster?id=com.consumerdirect.scoremaster&hl=en_AU199997897
Aura vs. LifeLock in 2026: How To Choose Which Is Besthttps://www.aura.com/learn/aura-vs-lifelock138961694
https://consumer.ftc.gov/articles/what-know-about-identity-thefthttps://consumer.ftc.gov/articles/what-know-about-identity-theft163974795
idshield.comhttps://www.idshield.com/information-protection11896194
EveryData Barbados Privacy Policy: Protecting Your Personal Datahttps://bb.everydata.com/privacy-policy1--493
Credit Monitoring | My Credit Monitoring Service | PrivacyGuardhttps://www.privacyguard.com/credit-monitoring.html11696094
What Is the Best Credit Monitoring Service? 7 Options Right Nowhttps://www.aura.com/learn/credit-monitoring-service138961694
https://www.identityforce.com/monitor-identity-threathttps://www.identityforce.com/monitor-identity-threat12796194
identityguard.comhttps://www.identityguard.com/legal/privacy-secure-faqs12796294
Credit Karma — Credit Score App - App Storehttps://apps.apple.com/gb/app/credit-karma-credit-score/id1398558151185987697
https://portal.experianidworks.com/privacy-policyhttps://portal.experianidworks.com/privacy-policy11795494
Credit Karma Review 2025 — Is It Still the Best Free Credit Monitoring Tool?https://credit-karma-guide.github.io/1--093
- CONSUMER DATA SECURITY AND THE CREDIT BUREAUShttps://www.govinfo.gov/content/pkg/CHRG-115shrg28249/html/CHRG-115shrg28249.htm153972395
https://www.zanderins.com/identity-theft-protection/faqs?AspxAutoDetectCookieSupport=1https://www.zanderins.com/identity-theft-protection/faqs?AspxAutoDetectCookieSupport=111195193
How credit reference agencies make you the product - Which?https://www.which.co.uk/news/article/how-credit-reference-agencies-make-you-the-product-aAOB92I0cNni?mi_ecmp=M_MW_EM__20240603&mi_u=222204287&utm_campaign=4435993-M_MW_EM__20240603&utm_medium=Email&utm_source=ExactTarget14696994
Aura vs LifeLock - 2026 Tests Reveal a Clear Winnerhttps://cyberinsider.com/identity-theft-protection/comparison/aura-vs-lifelock/132952595
https://consumer.ftc.gov/identity-theft-and-online-security/identity-thefthttps://consumer.ftc.gov/identity-theft-and-online-security/identity-theft163974795
SmartCredit® - Apps on Google Playhttps://play.google.com/store/apps/details?id=com.smartcredit&hl=en&gl=us199997897
Why You Need to Use Credit Monitoring - McShane & Bradyhttps://mcshanebradylaw.com/why-you-need-to-use-credit-monitoring/1094394
Consumer Data Breach: Equifax and Arbitration | Troutman Pepper Lockehttps://www.troutman.com/insights/consumer-data-breach-equifax-and-arbitration.html12895294
https://www.myfico.com/policy/privacy-policy?skin=englishhttps://www.myfico.com/policy/privacy-policy?skin=english137961094
Privacy Policy | Equifax Canadahttps://www.equifax.ca/en/privacy?elqTrackId=2ee41074392640569a028fc4e0d03a27&elqaid=1635&elqat=213295694
Experian Vs LifeLock Vs Aura - Which Wins?https://www.thecreditpeople.com/bureaus/experian-vs-lifelock-vs-aura--which-wins11395093
The 7 Best Credit Monitoring Services of 2026https://www.bestmoney.com/financial-advisor/learn-more/best-credit-monitoring-services11995194
https://www.idshield.com/identity-theft-protection?gclsrc=aw.dshttps://www.idshield.com/identity-theft-protection?gclsrc=aw.ds11896194
LifeLock vs. Experian vs. WalletHub: Which Is Best? (2026)https://wallethub.com/edu/iti/lifelock-vs-experian-vs-wallethub/169861140963595
Credit Protection Services | Fight Identity Theft | PrivacyGuardhttps://www.privacyguard.com/credit-monitoring/protection-services.html11696094
Equifax Removes Arbitration Clause; Confirms No Credit Card Required for Free Credit Monitoring Service - Lexologyhttps://www.lexology.com/library/detail.aspx?g=f40097e8-8b3c-43f0-9156-ce90f463f407146961195
https://www.aura.com/learn/is-identity-guard-legithttps://www.aura.com/learn/is-identity-guard-legit138961694
TransUnion: Credit Monitoring vs. Credit One Bank Mobile App Usage Comparison | Similarwebhttps://www.similarweb.com/app/google/com.transunion.TransUnion/vs/com.creditonebank.mobile/150972295
8 Best Free Credit Monitoring Services: Top Picks for 2026 - Firstcardhttps://www.firstcard.app/learn/free-credit-monitoring-services11095093
Best Identity Theft Protection Services of 2026 | Security.orghttps://www.security.org/identity-theft/best/14096994
https://consumidor.ftc.gov/articulos/lo-que-hay-que-saber-sobre-el-robo-de-identidadhttps://consumidor.ftc.gov/articulos/lo-que-hay-que-saber-sobre-el-robo-de-identidad163973795
Aura vs. DeleteMe vs. WalletHub: Which Is Better? (2026)https://wallethub.com/edu/iti/aura-vs-deleteme-vs-wallethub/171103140963595
Best Credit Monitoring Services – Forbes Advisorhttps://www.forbes.com/advisor/credit-score/best-credit-monitoring-services/168973295
FCRA Summary of Rights | Equifaxhttps://www.equifax.com/privacy/fcra/147961994
https://www.aura.com/credit-monitoringhttps://www.aura.com/credit-monitoring138961694
Jack Henry Launches "MyFinancialHealth" on its Digital Banking Platform, Powered by Arrayhttps://sg.finance.yahoo.com/news/jack-henry-launches-myfinancialhealth-digital-120000517.html169972795
LifeLock vs. Aura: 2026 comparison guide | LifeLockhttps://lifelock.norton.com/learn/identity-theft-resources/aura-vs-lifelock150972794
Best Credit Monitoring Services in 2026 | Protect Your Identity with Mozohttps://getmozo.com/blog/best-credit-monitoring-services-202611095795
https://www.transunion.com/consumer-privacyhttps://www.transunion.com/consumer-privacy151972195
Aura vs. Norton vs. WalletHub: Which Is Best? (2026)https://wallethub.com/edu/iti/aura-vs-norton-vs-wallethub/171268140963595
Credit Monitoring Benefits | PrivacyGuard - Identity Securehttps://www.identitysecure.com/credit-protection/credit-monitoring-benefits.html1194093
https://www.aura.com/learn/aura-vs-identity-guardhttps://www.aura.com/learn/aura-vs-identity-guard138961694
Best Credit Monitoring Services of 2025https://www.usnews.com/360-reviews/privacy/best-credit-monitoring-services156971795
7 Best Credit Monitoring Services With 3-Bureau Monitoringhttps://cybernews.com/identity-theft-protection/credit-monitoring-services/148974395
https://consumer.ftc.gov/articles/understanding-your-credithttps://consumer.ftc.gov/articles/understanding-your-credit163974795
Aura vs. IDShield vs. WalletHub: Which Is Better? (2026)https://wallethub.com/edu/iti/aura-vs-idshield-vs-wallethub/171241140963595
Aura vs LifeLock Comparison for 2026 | Security.orghttps://www.security.org/identity-theft/lifelock-vs-aura/14096994
https://support.myfico.com/hc/en-us/articles/360042334174-What-is-myFICO-s-data-privacy-policyhttps://support.myfico.com/hc/en-us/articles/360042334174-What-is-myFICO-s-data-privacy-policy13796494
Mozilla expands its privacy focus with Monitor Plus data broker removal servicehttps://arstechnica.com/civis/threads/mozilla-expands-its-privacy-focus-with-monitor-plus-data-broker-removal-service.1498701/?thutp_user_id=810349156974996
Credit Monitoring Protection | Credit Protection Informationhttps://www.privacyguard.com/credit-protection.html11696094
https://www.transunion.com/customer-support/contact-us-consumershttps://www.transunion.com/customer-support/contact-us-consumers151972195
Check Your Scoreshttps://queencitycreditclinic.com/blog/check-your-scores1095093
https://www.aura.com/identity-theft-protectionhttps://www.aura.com/identity-theft-protection138961694
Experian IdentityWorks Review 2025 (Pros and Cons)https://cyberinsider.com/identity-theft-protection/reviews/experian-identityworks/132952595
Aura vs. Experian IdentityWorks 2026: Which Service Has the Best Value?https://allaboutcookies.org/aura-vs-experian167976495
https://consumer.ftc.gov/consumer-alerts/2025/09/get-credit-freeze-stop-identity-thieveshttps://consumer.ftc.gov/consumer-alerts/2025/09/get-credit-freeze-stop-identity-thieves163974795
Best Credit Monitoring Services of 2026https://www.finder.com/credit-building/credit-monitoring-services?utm_source=chatgpt.com140961194
Credit Monitoring Services | PrivacyGuardhttps://www.privacyguard.com/credit-monitoring/services.html11696094
https://www.privacyguard.com/credit-questions.htmlhttps://www.privacyguard.com/credit-questions.html11696094
TransUnion: Credit Monitoring – Apps on Google Playhttps://play.google.com/store/apps/details?id=com.transunion.TransUnion&hl=en-IE199997897
Best Free Credit Monitoring App in 2026: 13 Options Reviewedhttps://www.dovly.com/best-free-credit-monitoring-app/11095093
https://protect.experianidworks.com/terms-and-conditionshttps://protect.experianidworks.com/terms-and-conditions11795--
IDShield vs. LifeLock vs. WalletHub: Which Is Best? (2026)https://wallethub.com/edu/iti/idshield-vs-lifelock-wallethub/171247140963595
The Best Credit Monitoring Services of 2026https://allaboutcookies.org/best-credit-monitoring-services167976495
https://www.security.org/identity-theft/zander/review/https://www.security.org/identity-theft/zander/review/14096994
Aura vs LifeLock (2026): Features, Pricing, & Protection Comparedhttps://cybernews.com/identity-theft-protection/aura-vs-lifelock/148974395
https://www.identitytheft.gov/Know-Your-Rightshttps://www.identitytheft.gov/Know-Your-Rights145963295
Top 5 Identity Theft Protection Services 2026: Aura vs LifeLock vs the Rest | Deepak Guptahttps://guptadeepak.com/tools/top-5-identity-theft-protection-services-2026/11695795
https://www.privacyguard.com/faq.htmlhttps://www.privacyguard.com/faq.html11696094
The 10 Best Credit Monitoring Companies for 2026 | Free Buyers Guidehttps://www.topconsumerreviews.com/best-credit-monitoring-companies/detailed-reviews.php11295094
https://www.experian.com/privacy/us-consumer-data-privacy-policy?msockid=021049729cc06535199b5f869d53643dhttps://www.experian.com/privacy/us-consumer-data-privacy-policy?msockid=021049729cc06535199b5f869d53643d153972295
The 5 Most Useful Credit Monitoring Apps of 2026 (Free and Paid)https://www.aura.com/learn/credit-monitoring-app138961694
https://www.zanderins.com/identity-theft-protection/terms-and-conditionshttps://www.zanderins.com/identity-theft-protection/terms-and-conditions11195193
Aura vs. Experian vs. WalletHub: Which Is Better? (2026)https://wallethub.com/edu/iti/aura-vs-experian-vs-wallethub/171013140963595
https://www.consumersadvocate.org/credit-reporting/compare/identity-force-vs-lifelockhttps://www.consumersadvocate.org/credit-reporting/compare/identity-force-vs-lifelock13695194
https://www.identityforce.com/support/security-featureshttps://www.identityforce.com/support/security-features12796194
https://www.transunion.com/member-help-centerhttps://www.transunion.com/member-help-center151972195
https://terms.law/Privacy-Watchdog/identity-protection/identityguard/https://terms.law/Privacy-Watchdog/identity-protection/identityguard/11195594
https://legalclarity.org/how-does-identity-theft-protection-work-and-what-it-covers/https://legalclarity.org/how-does-identity-theft-protection-work-and-what-it-covers/128952495
https://portal.experianidworks.com/termshttps://portal.experianidworks.com/terms11795494
https://www.identityguard.com/faqhttps://www.identityguard.com/faq12796294
https://www.ftc.gov/about-ftc/bureaus-offices/bureau-consumer-protection/our-divisions/division-privacy-and-identityhttps://www.ftc.gov/about-ftc/bureaus-offices/bureau-consumer-protection/our-divisions/division-privacy-and-identity163973595
https://www.privacyguard.com/identity-theft-protection.htmlhttps://www.privacyguard.com/identity-theft-protection.html11696094
https://www.forbes.com/advisor/personal-finance/idshield-review/https://www.forbes.com/advisor/personal-finance/idshield-review/168973295
https://www.forbes.com/advisor/personal-finance/id-watchdog-review/https://www.forbes.com/advisor/personal-finance/id-watchdog-review/168973295
https://legalclarity.org/what-does-identity-theft-protection-cover-and-exclude/https://legalclarity.org/what-does-identity-theft-protection-cover-and-exclude/128952495
https://www.privacyguard.com/youridentityprotection/index.htmlhttps://www.privacyguard.com/youridentityprotection/index.html11696094
https://www.idshield.com/?r=0https://www.idshield.com/?r=011896194
https://us.norton.com/privacy/products-privacy-noticehttps://us.norton.com/privacy/products-privacy-notice150973895
https://www.consumerreports.org/consumer-protection/is-lifelock-worth-the-cost/?msockid=2b1f87533ad866e53a0491213bd367a7https://www.consumerreports.org/consumer-protection/is-lifelock-worth-the-cost/?msockid=2b1f87533ad866e53a0491213bd367a7151971895
https://www.myfico.com/Include/Store/Legal/TermsAndConditionshttps://www.myfico.com/Include/Store/Legal/TermsAndConditions137961094
https://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/id-shield-reviewhttps://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/id-shield-review147971794
https://www.ftc.gov/news-events/news/press-releases/2015/12/lifelock-pay-100-million-consumers-settle-ftc-charges-it-violated-2010-orderhttps://www.ftc.gov/news-events/news/press-releases/2015/12/lifelock-pay-100-million-consumers-settle-ftc-charges-it-violated-2010-order163973595
https://consumer.ftc.gov/credit-freeze-or-fraud-alert-right-youhttps://consumer.ftc.gov/credit-freeze-or-fraud-alert-right-you163974795
https://www.tomsguide.com/computing/online-security/identity-protection-company-aura-suffers-massive-900-000-person-data-breach-customer-information-exposedhttps://www.tomsguide.com/computing/online-security/identity-protection-company-aura-suffers-massive-900-000-person-data-breach-customer-information-exposed147971794
https://www.techradar.com/reviews/idshieldhttps://www.techradar.com/reviews/idshield155972195
https://www.techradar.com/best/best-identity-theft-protectionhttps://www.techradar.com/best/best-identity-theft-protection155972195
https://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/identityforce-reviewhttps://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/identityforce-review147971794
https://www.techradar.com/reviews/experian-identityworkshttps://www.techradar.com/reviews/experian-identityworks155972195
https://www.nortonlifelock.com/content/dam/nortonlifelock/pdfs/eulas/licensing-agreement/lifelock-service-terms-and-conditions.pdfhttps://www.nortonlifelock.com/content/dam/nortonlifelock/pdfs/eulas/licensing-agreement/lifelock-service-terms-and-conditions.pdf13396794
https://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/lifelock-reviewhttps://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/lifelock-review147971794
https://www.techradar.com/pro/aura-digital-securityhttps://www.techradar.com/pro/aura-digital-security155972195
https://www.tomsguide.com/computing/online-security/this-is-the-one-idshield-feature-nobody-talks-about-but-everybody-needshttps://www.tomsguide.com/computing/online-security/this-is-the-one-idshield-feature-nobody-talks-about-but-everybody-needs147971794
https://www.tomsguide.com/reviews/aura-identity-theft-protectionhttps://www.tomsguide.com/reviews/aura-identity-theft-protection147971794
https://www.techradar.com/aura-data-removal-service-reviewhttps://www.techradar.com/aura-data-removal-service-review155972195
https://www.experian.co.uk/content/dam/marketing/uki/uk/en/pdf/identity-and-fraud/data-breach/brochures/identity-works-global-web-monitoring.pdfhttps://www.experian.co.uk/content/dam/marketing/uki/uk/en/pdf/identity-and-fraud/data-breach/brochures/identity-works-global-web-monitoring.pdf141961294
https://www.nortonlifelock.com/content/dam/nortonlifelock/pdfs/eulas/privacy-notice/archive-lifelock-privacy-policy-en.pdfhttps://www.nortonlifelock.com/content/dam/nortonlifelock/pdfs/eulas/privacy-notice/archive-lifelock-privacy-policy-en.pdf13396794
https://www.techradar.com/best/us-credit-monitoring-serviceshttps://www.techradar.com/best/us-credit-monitoring-services155972195
https://www.techradar.com/pro/security/aura-breach-confirmed-as-over-900-000-customer-records-accessed-in-phishing-attackhttps://www.techradar.com/pro/security/aura-breach-confirmed-as-over-900-000-customer-records-accessed-in-phishing-attack155972195
https://files-prod.consumerfinance.gov/f/documents/cfpb_transunion-trans-union-llc-transunion-interactive-inc_consent-order_2023-10.pdfhttps://files-prod.consumerfinance.gov/f/documents/cfpb_transunion-trans-union-llc-transunion-interactive-inc_consent-order_2023-10.pdf15197394
https://www.ftc.gov/system/files/documents/public_statements/896143/151217lifelockcommstmt.pdfhttps://www.ftc.gov/system/files/documents/public_statements/896143/151217lifelockcommstmt.pdf163973595
https://assets.equifax.com/legacy/pdfs/psol/products/advantage/storefront/advantageplan-product-spec.pdfhttps://assets.equifax.com/legacy/pdfs/psol/products/advantage/storefront/advantageplan-product-spec.pdf147962795
https://en.wikipedia.org/wiki/Aura_%28company%29https://en.wikipedia.org/wiki/Aura_%28company%29180987697
https://en.wikipedia.org/wiki/LifeLockhttps://en.wikipedia.org/wiki/LifeLock180987697
https://www.privacyguard.com/BCA/Generic/default/press-releases/PRPGOnlineBehaviors-DTEdits131025.pdfhttps://www.privacyguard.com/BCA/Generic/default/press-releases/PRPGOnlineBehaviors-DTEdits131025.pdf11696094
https://www.transunion.co.za/content/dam/transunion/za/business/collateral/sheet/data-breach-solution.pdfhttps://www.transunion.co.za/content/dam/transunion/za/business/collateral/sheet/data-breach-solution.pdf11996093
https://static.zanderins.com/static/files/2012-ZanderComparisonChart.pdfhttps://static.zanderins.com/static/files/2012-ZanderComparisonChart.pdf11195193
https://www.ftc.gov/sites/default/files/attachments/press-releases/identity-theft-task-force-announces-interim-recommendations/060916interimrecommend.pdfhttps://www.ftc.gov/sites/default/files/attachments/press-releases/identity-theft-task-force-announces-interim-recommendations/060916interimrecommend.pdf163973595
https://www.privacyguard.co.uk/bca/promo/content/pgUKLTSB01int/terms.pdfhttps://www.privacyguard.co.uk/bca/promo/content/pgUKLTSB01int/terms.pdf129400
https://www.transunion.co.za/content/dam/transunion/za/business/collateral/sheet/auto-trueidentity-asset-sheet.pdfhttps://www.transunion.co.za/content/dam/transunion/za/business/collateral/sheet/auto-trueidentity-asset-sheet.pdf11996093
https://en.wikipedia.org/wiki/IdentityForcehttps://en.wikipedia.org/wiki/IdentityForce180987697
https://arxiv.org/abs/2510.23427https://arxiv.org/abs/2510.23427165976196
https://www.transunion.co.uk/content/dam/transunion/gb/business/collateral/ebook/TransUnion-data-breach-for-businesses-ebook-2023.pdfhttps://www.transunion.co.uk/content/dam/transunion/gb/business/collateral/ebook/TransUnion-data-breach-for-businesses-ebook-2023.pdf13795494
https://arxiv.org/abs/2602.11023https://arxiv.org/abs/2602.11023165976196
https://www.ftc.gov/sites/default/files/documents/public_statements/prepared-statement-federal-trade-commission-identity-theft/identitytheft.pdfhttps://www.ftc.gov/sites/default/files/documents/public_statements/prepared-statement-federal-trade-commission-identity-theft/identitytheft.pdf163973595
https://www.reddit.com/r/personalfinance/comments/6zur5h/transunion_burying_their_credit_freeze_to_sell/https://www.reddit.com/r/personalfinance/comments/6zur5h/transunion_burying_their_credit_freeze_to_sell/172976496
https://www.reddit.com/r/IdentityTheft/comments/1gfv9yz/id_watchdog/https://www.reddit.com/r/IdentityTheft/comments/1gfv9yz/id_watchdog/172976496
https://www.reddit.com/r/PersonalFinanceCanada/comments/mq7lh7https://www.reddit.com/r/PersonalFinanceCanada/comments/mq7lh7172976496
https://www.reddit.com/r/IdentityTheft/comments/1ggqa8z/identity_guard_aura_dont_do_business_with_this/https://www.reddit.com/r/IdentityTheft/comments/1ggqa8z/identity_guard_aura_dont_do_business_with_this/172976496
https://www.ftc.gov/system/files/documents/plain-language/bus59-information-compromise-and-risk-id-theft-guidance-your-business.pdfhttps://www.ftc.gov/system/files/documents/plain-language/bus59-information-compromise-and-risk-id-theft-guidance-your-business.pdf163973595
https://sites.allegheny.edu/human-resources/files/2025/08/Feature-Descriptions_IdentityForce.pdfhttps://sites.allegheny.edu/human-resources/files/2025/08/Feature-Descriptions_IdentityForce.pdf125961795
https://www.reddit.com/r/personalfinance/comments/16a88s7https://www.reddit.com/r/personalfinance/comments/16a88s7172976496
https://www.reddit.com/r/LegitScamAlert/comments/1g53lcshttps://www.reddit.com/r/LegitScamAlert/comments/1g53lcs172976496
https://consumer.ftc.gov/system/files/documents/videos/identity-theft-planning-future-part-3/ftc_identity_theft_planning_for_the_future_transcript_segment_3.pdfhttps://consumer.ftc.gov/system/files/documents/videos/identity-theft-planning-future-part-3/ftc_identity_theft_planning_for_the_future_transcript_segment_3.pdf163974795
https://www.deltacommunitycu.com/content/dam/deltacommunitycreditunionprogram/documents/privacyguard-feature-benefits-guide.pdfhttps://www.deltacommunitycu.com/content/dam/deltacommunitycreditunionprogram/documents/privacyguard-feature-benefits-guide.pdf11395094
https://www.reddit.com/r/CRedit/comments/1rq40ml/transunion_data_privacy_request/https://www.reddit.com/r/CRedit/comments/1rq40ml/transunion_data_privacy_request/172976496
https://www.reddit.com/r/privacy/comments/16t1806https://www.reddit.com/r/privacy/comments/16t1806172976496
https://www.consumer.ftc.gov/sites/default/files/articles/pdf/pdf-0014-identity-theft.pdfhttps://www.consumer.ftc.gov/sites/default/files/articles/pdf/pdf-0014-identity-theft.pdf163974795
https://search.ftc.gov/sites/default/files/documents/reports/section-319-fair-and-accurate-credit-transactions-act-2003-third-interim-federal-trade-commission/p044804privacypolicyatt1.pdfhttps://search.ftc.gov/sites/default/files/documents/reports/section-319-fair-and-accurate-credit-transactions-act-2003-third-interim-federal-trade-commission/p044804privacypolicyatt1.pdf163971395
https://www.reddit.com/r/personalfinance/comments/158rigchttps://www.reddit.com/r/personalfinance/comments/158rigc172976496
https://www.reddit.com/r/Scams/comments/ye849mhttps://www.reddit.com/r/Scams/comments/ye849m172976496
https://search.ftc.gov/sites/default/files/documents/reports/using-facta-remedies-ftc-staff-report-survey-identity-theft-victims/factareport.pdfhttps://search.ftc.gov/sites/default/files/documents/reports/using-facta-remedies-ftc-staff-report-survey-identity-theft-victims/factareport.pdf163971395
https://www.reddit.com/r/CRedit/comments/1tqlwg7/myfico_app/https://www.reddit.com/r/CRedit/comments/1tqlwg7/myfico_app/172976496
https://www.reddit.com/r/personalfinance/comments/mr3ukghttps://www.reddit.com/r/personalfinance/comments/mr3ukg172976496
https://www.reddit.com/r/isthisascam/comments/1smdrz2/norton_lifelock_scam/https://www.reddit.com/r/isthisascam/comments/1smdrz2/norton_lifelock_scam/172976496
https://en.wikipedia.org/wiki/AnnualCreditReport.comhttps://en.wikipedia.org/wiki/AnnualCreditReport.com180987697
https://www.myfico.com/credit-education-static/doc/education/myFICO_IDTheft_Booklet.pdfhttps://www.myfico.com/credit-education-static/doc/education/myFICO_IDTheft_Booklet.pdf137961094
https://en.wikipedia.org/wiki/Equifaxhttps://en.wikipedia.org/wiki/Equifax180987697
https://www.reddit.com/r/ScamNumbers/comments/1sg0tr0/fake_norton_lifelock_subscription_charge/https://www.reddit.com/r/ScamNumbers/comments/1sg0tr0/fake_norton_lifelock_subscription_charge/172976496
https://en.wikipedia.org/wiki/Credit_report_monitoringhttps://en.wikipedia.org/wiki/Credit_report_monitoring180987697
https://arxiv.org/abs/1904.07275https://arxiv.org/abs/1904.07275165976196
https://www.reddit.com/r/PersonalFinanceCanada/comments/edu0obhttps://www.reddit.com/r/PersonalFinanceCanada/comments/edu0ob172976496
https://www.reddit.com/r/IdentityTheft/comments/1qev3y5/aura_id_protectionseems_like_itd_make_me_more/https://www.reddit.com/r/IdentityTheft/comments/1qev3y5/aura_id_protectionseems_like_itd_make_me_more/172976496
https://arxiv.org/abs/2606.10333https://arxiv.org/abs/2606.10333165976196
https://www.reddit.com/r/personalfinance/comments/g042nshttps://www.reddit.com/r/personalfinance/comments/g042ns172976496
https://www.reddit.com/r/Scams/comments/1b4gs6jhttps://www.reddit.com/r/Scams/comments/1b4gs6j172976496
https://www.reddit.com/r/privacy/comments/1hz3l58https://www.reddit.com/r/privacy/comments/1hz3l58172976496
https://www.reddit.com/r/CRedit/comments/1c5uwfchttps://www.reddit.com/r/CRedit/comments/1c5uwfc172976496
https://en.wikipedia.org/wiki/2017_Equifax_data_breachhttps://en.wikipedia.org/wiki/2017_Equifax_data_breach180987697
https://www.reddit.com/r/DaveRamsey/comments/nsl2sohttps://www.reddit.com/r/DaveRamsey/comments/nsl2so172976496
https://www.reddit.com/r/IdentityTheft/comments/1rxc9em/hackers_hit_aura_an_identity_protection_provider/https://www.reddit.com/r/IdentityTheft/comments/1rxc9em/hackers_hit_aura_an_identity_protection_provider/172976496
https://www.reddit.com/r/CRedit/comments/1cs06r3https://www.reddit.com/r/CRedit/comments/1cs06r3172976496
https://www.reddit.com/r/privacy/comments/1ef416fhttps://www.reddit.com/r/privacy/comments/1ef416f172976496
https://www.reddit.com/r/IdentityTheft/comments/1tubsk4/should_i_purchase_aura/https://www.reddit.com/r/IdentityTheft/comments/1tubsk4/should_i_purchase_aura/172976496
https://www.reddit.com/r/IdentityTheft/comments/1l94vd9/is_buying_identity_monitoring_worth_it/https://www.reddit.com/r/IdentityTheft/comments/1l94vd9/is_buying_identity_monitoring_worth_it/172976496
https://www.reddit.com/r/CRedit/comments/za20nlhttps://www.reddit.com/r/CRedit/comments/za20nl172976496
https://www.reddit.com/r/UCI/comments/mow4omhttps://www.reddit.com/r/UCI/comments/mow4om172976496
https://www.reddit.com/r/privacy/comments/jr14t5https://www.reddit.com/r/privacy/comments/jr14t5172976496
https://www.reddit.com/r/privacy/comments/1sy3haw/what_is_the_purpose_of_a_credit_monitoring_service/https://www.reddit.com/r/privacy/comments/1sy3haw/what_is_the_purpose_of_a_credit_monitoring_service/172976496
https://www.reddit.com/r/CRedit/comments/1rhfit6/credit_monitoring/https://www.reddit.com/r/CRedit/comments/1rhfit6/credit_monitoring/172976496
https://www.reddit.com/r/Scams/comments/1f06ql1https://www.reddit.com/r/Scams/comments/1f06ql1172976496
https://consumer.ftc.gov/articles/what-know-about-identity-theft?utm_source=openaihttps://consumer.ftc.gov/articles/what-know-about-identity-theft?utm_source=openai163974795
https://www.reddit.com/r/AskNetsec/comments/1pdqz5c/how_effective_are_credit_monitoring_services_at/https://www.reddit.com/r/AskNetsec/comments/1pdqz5c/how_effective_are_credit_monitoring_services_at/172976496
https://www.reddit.com/r/privacy/comments/1ry0tyj/aura_confirms_data_breach_exposing_900000/https://www.reddit.com/r/privacy/comments/1ry0tyj/aura_confirms_data_breach_exposing_900000/172976496
https://www.reddit.com/r/CRedit/comments/1t48vdw/transunionmytrueidentity_credit_score_vs_credit/https://www.reddit.com/r/CRedit/comments/1t48vdw/transunionmytrueidentity_credit_score_vs_credit/172976496
https://www.myfico.com/legal/monitored-data?utm_source=openaihttps://www.myfico.com/legal/monitored-data?utm_source=openai137961094
https://www.reddit.com/r/CyberAdvice/comments/1nlbpt0/aura_vs_lifelock_which_works_best/https://www.reddit.com/r/CyberAdvice/comments/1nlbpt0/aura_vs_lifelock_which_works_best/172976496
https://www.reddit.com/r/cybermaterial/comments/1rxzrq4/aura_data_breach_exposes_900k_contacts/https://www.reddit.com/r/cybermaterial/comments/1rxzrq4/aura_data_breach_exposes_900k_contacts/172976496
https://arxiv.org/abs/2408.01690https://arxiv.org/abs/2408.01690165976196
https://www.myfico.com/policy/privacy-policy?skin=english&utm_source=openaihttps://www.myfico.com/policy/privacy-policy?skin=english&utm_source=openai137961094
https://www.reddit.com/r/privacy/comments/15pl0kqhttps://www.reddit.com/r/privacy/comments/15pl0kq172976496
https://www.reddit.com/r/privacy/comments/1hrkbeuhttps://www.reddit.com/r/privacy/comments/1hrkbeu172976496
https://www.identityforce.com/monitor-identity-threat?utm_source=openaihttps://www.identityforce.com/monitor-identity-threat?utm_source=openai12796194
https://www.reddit.com/r/privacy/comments/15bxs4ahttps://www.reddit.com/r/privacy/comments/15bxs4a172976496
https://www.reddit.com/r/CreditCards/comments/1g8ck9ihttps://www.reddit.com/r/CreditCards/comments/1g8ck9i172976496
https://www.identityforce.com/support/security-features?utm_source=openaihttps://www.identityforce.com/support/security-features?utm_source=openai12796194
https://www.reddit.com/r/AskNetsec/comments/1qev5c4/aura_id_protectionseems_like_itd_make_me_more/https://www.reddit.com/r/AskNetsec/comments/1qev5c4/aura_id_protectionseems_like_itd_make_me_more/172976496
https://www.idshield.com/?r=0&utm_source=openaihttps://www.idshield.com/?r=0&utm_source=openai11896194
https://www.reddit.com/r/degoogle/comments/1ry9uo2/aura_confirms_data_breach_exposing_900000/https://www.reddit.com/r/degoogle/comments/1ry9uo2/aura_confirms_data_breach_exposing_900000/172976496
https://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/id-shield-review?utm_source=openaihttps://www.tomsguide.com/computing/internet/online-security/identity-theft-protection/id-shield-review?utm_source=openai147971794
https://www.reddit.com/r/technology/comments/1rydzgg/aura_confirms_data_breach_exposing_900000/https://www.reddit.com/r/technology/comments/1rydzgg/aura_confirms_data_breach_exposing_900000/172976496
https://www.aura.com/legal/privacy-policy?utm_source=openaihttps://www.aura.com/legal/privacy-policy?utm_source=openai138961694
https://www.tomsguide.com/computing/online-security/identity-protection-company-aura-suffers-massive-900-000-person-data-breach-customer-information-exposed?utm_source=openaihttps://www.tomsguide.com/computing/online-security/identity-protection-company-aura-suffers-massive-900-000-person-data-breach-customer-information-exposed?utm_source=openai147971794
https://www.identityguard.com/faq?utm_source=openaihttps://www.identityguard.com/faq?utm_source=openai12796294
https://www.experian.com/protection/identity-theft-and-credit-protection/?utm_source=openaihttps://www.experian.com/protection/identity-theft-and-credit-protection/?utm_source=openai153972295
https://portal.experianidworks.com/privacy-policy?utm_source=openaihttps://portal.experianidworks.com/privacy-policy?utm_source=openai11795494
https://www.privacyguard.com/identity-theft-protection.html?utm_source=openaihttps://www.privacyguard.com/identity-theft-protection.html?utm_source=openai11696094
https://www.transunion.com/member-help-center?utm_source=openaihttps://www.transunion.com/member-help-center?utm_source=openai151972195
https://www.ftc.gov/news-events/news/press-releases/2015/12/lifelock-pay-100-million-consumers-settle-ftc-charges-it-violated-2010-order?utm_source=openaihttps://www.ftc.gov/news-events/news/press-releases/2015/12/lifelock-pay-100-million-consumers-settle-ftc-charges-it-violated-2010-order?utm_source=openai163973595
https://us.norton.com/privacy/products-privacy-notice?utm_source=openaihttps://us.norton.com/privacy/products-privacy-notice?utm_source=openai150973895
Model Comparison

Compare two models

Pick a model for each column to compare their recommendation patterns side by side.

Full Results

All recommended domains

Every domain the AI models recommended in web-search fanout runs for Privacy First Skeptic, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
aura.com5.5510.038961694
myfico.com4.8510.037961094
identityforce.com2.5510.02796194
annualcreditreport.com2.312.046963195
privacyguard.com1.8510.01696094
idshield.com1.248.01896194
identityguard.com0.948.02796294
innovis.com0.812.02895694
lifelock.com0.748.028951294
experian.com0.6510.053972295
transunion.com0.336.051972195
zanderins.com0.112.01195193
creditkarma.com0.124.043961294
identityiq.com0.112.02695194
wallethub.com0.112.040963595
scoremaster.com0.112.0394094
equifax.com0.112.047961994
nerdwallet.com0.012.049971495