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Debt Consolidation Lenders

Debt Weary Parent

LLM Search+Fanout Visibility
Dominant · Search Engine Appearances ρ=0.544

AI recommendation signal analysis across 112 domains for the Debt Weary Parent persona in Debt Consolidation Lenders.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
112Domains Tracked
7.8MReddit Posts
6,762Wikipedia Articles
992KOpen Web Matches
Debt Weary Parent_persona.report
DomainScore
sofi.com
10.6
lightstream.com
3.2
discover.com
2.6
upgrade.com
1.7
lendingclub.com
1.0
Want a custom AI visibility audit for Debt Consolidation Lenders?

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 Debt Weary Parent 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 Debt Weary Parent 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-debt-consolidation-loans/346973895
Best Debt Consolidation Loans in July 2026https://www.lendingtree.com/debt-consolidation/24597994
forbes.comhttps://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/268973295
experian.comhttps://www.experian.com/loans/debt-consolidation/253972295
https://coinmarketcap.com/community/articles/69298eb9eba3fd564a62ac7b/https://coinmarketcap.com/community/articles/69298eb9eba3fd564a62ac7b/148974496
Best Debt Consolidation Loans of July 2026 - NerdWallethttps://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans149971495
Best Debt Consolidation Loans Of 2026 – Forbes Advisorhttps://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/?utm_source=openai168973295
https://www.nasdaq.com/articles/best-debt-consolidation-loans-july-2025https://www.nasdaq.com/articles/best-debt-consolidation-loans-july-2025153971795
Best Debt Consolidation Loans 2026 | Intuit Credit Karmahttps://www.creditkarma.com/personal-loans/shop/debt-consolidation143961294
Best Debt Consolidation Loans in June 2026 | Bankratehttps://www.bankrate.com/loans/personal-loans/debt-consolidation-loans/?utm_source=openai150962195
The best debt consolidation loans of July 2026https://www.cnbc.com/select/best-debt-consolidation-loans/162972495
bankrate.comhttps://www.bankrate.com/loans/personal-loans/debt-consolidation-loans/150962195
Best Debt Consolidation Loans of November 2025 - NerdWallethttps://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans?msockid=0bcec5197318623a05a8d3b372ad63f3&utm_source=openai149971495
https://wallethub.com/best-debt-consolidation-loanshttps://wallethub.com/best-debt-consolidation-loans140963595
https://www.fool.com/money/awards/2026/personal-loans/https://www.fool.com/money/awards/2026/personal-loans/150971395
How to apply for a hardship personal loan | Achievehttps://www.achieve.com/learn/personal-loans/how-to-apply-for-hardship-personal-loan12496494
credible.comhttps://www.credible.com/personal-loan/debt-consolidation-loans12795594
https://www.bankrate.com/loans/personal-loans/reviews/reach-financial/https://www.bankrate.com/loans/personal-loans/reviews/reach-financial/150962195
Best Debt Consolidation Programs (2026)https://www.incharge.org/debt-relief/debt-consolidation/free-debt-credit-consolidation/12496194
Hardship Loan Program | Addition Financial Credit Unionhttps://www.additionfi.com/personal/hardshipprogram12295494
https://www.achieve.com/learn/personal-loans/hardship-loanshttps://www.achieve.com/learn/personal-loans/hardship-loans12496494
https://finders.com/loans/best-installment-loanshttps://finders.com/loans/best-installment-loans1194093
https://www.amone.com/blog/debt-consolidation/https://www.amone.com/blog/debt-consolidation/11195094
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
Best Debt Consolidation Loans in July 2026 | Bankratehttps://www.bankrate.com/loans/personal-loans/debt-consolidation-loans/450962195
Best Debt Consolidation Loans Of 2026 – Forbes Advisorhttps://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/468973295
Best Debt Consolidation Loans for 2026 - Experianhttps://www.experian.com/loans/debt-consolidation/453972295
money.comhttps://money.com/best-debt-consolidation-loans/346973895
credible.comhttps://www.credible.com/personal-loan/debt-consolidation-loans32795594
Debt Relief & Consolidation Company - National Debt Reliefhttps://www.nationaldebtrelief.com/22595794
Best Debt Consolidation Loans of July 2026 - NerdWallethttps://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans249971495
Financial Hardship Assistance // What Are Your Options?https://www.accrediteddebtrelief.com/financial-hardship/22395194
Hardship Program for Debt | Freedom Debt Reliefhttps://www.freedomdebtrelief.com/learn/debt-solutions/are-you-still-not-using-a-hardship-program-for-your-loans/22495194
Best Debt Consolidation Loans in July 2026https://www.lendingtree.com/debt-consolidation/24597994
Best Debt Consolidation Loans 2026 | Intuit Credit Karmahttps://www.creditkarma.com/personal-loans/shop/debt-consolidation243961294
Strategic Debt Restructuring in 2025: A Comprehensive Analysis of the Best Debt Consolidation Loans: Guest Post by WalletInvestor | CoinMarketCaphttps://coinmarketcap.com/community/articles/69298eb9eba3fd564a62ac7b/148974496
5 Best Debt Relief Companies of July 2025https://www.nasdaq.com/articles/5-best-debt-relief-companies-july-2025153971795
Reach Financial Personal Loans Review | Bankratehttps://www.bankrate.com/loans/personal-loans/reviews/reach-financial/?undefined=bc7a289a-f710-44a1-acd1-7840427b47aa&cid=bc7a289a-f710-44a1-acd1-7840427b47aa&c_c=bc7a289a-f710-44a1-acd1-7840427b47aa150962195
The best debt consolidation loans for bad credit in 2026https://www.cnbc.com/select/best-debt-consolidation-loans-for-bad-credit/162972495
https://www.forbes.com/advisor/personal-loans/debt-consolidation-loans//https://www.forbes.com/advisor/personal-loans/debt-consolidation-loans//168973295
Best Debt Consolidation Loans of July 2025https://www.nasdaq.com/articles/best-debt-consolidation-loans-july-2025153971795
https://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans?msockid=0bcec5197318623a05a8d3b372ad63f3https://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans?msockid=0bcec5197318623a05a8d3b372ad63f3149971495
Accredited Debt Relief — Debt Consolidation & Relief Programs for Credit Cards, Personal Loans, Medical Billshttps://www.accrediteddebtrelief.com/12395194
Best Debt Consolidation Loans of October 2025https://money.com/best-debt-consolidation-loans/?xid=moneyrss146973895
https://www.forbes.com/advisor/best/https://www.forbes.com/advisor/best/168973295
Best Debt Consolidation Loans of June 2026https://money.com/best-debt-consolidation-loans/?amp=1146973895
https://www.forbes.com/advisor/business-loans/best-business-debt-consolidation-loans/https://www.forbes.com/advisor/business-loans/best-business-debt-consolidation-loans/168973295
The best debt relief companies of July 2026https://www.cnbc.com/select/best-debt-relief-companies/162972495
Strategic Debt Restructuring in 2025: Unlocking the Best Debt Consolidation Loans for Financial Freedomhttps://www.btcc.com/en-CA/amp/square/WalletinvestorEN/122041412896194
https://walletgrower.com/debt-relief/best-debt-consolidation-loanshttps://walletgrower.com/debt-relief/best-debt-consolidation-loans1094093
Best Debt Consolidation Loans of August 2025https://wallethub.com/best-debt-consolidation-loans#expert=Joshua_Thornton140963595
Hardship Loan Program | Addition Financial Credit Unionhttps://www.additionfi.com/personal/hardshipprogram12295494
https://www.forbes.com/advisor/personal-loans/https://www.forbes.com/advisor/personal-loans/168973295
Best Installment Loans: Personal & Short-Term (2026)https://www.finder.com/short-term-loans/best-installment-loans140961194
https://www.financewonk.com/comparisons/best-debt-consolidation-loanshttps://www.financewonk.com/comparisons/best-debt-consolidation-loans1093092
https://www.mbsbbank.com/sites/default/files/2025-04/Flyer-X-Change-TRA-ENG.pdf#1#1https://www.mbsbbank.com/sites/default/files/2025-04/Flyer-X-Change-TRA-ENG.pdf#1#111295094
How to apply for a hardship personal loan | Achievehttps://www.achieve.com/learn/personal-loans/how-to-apply-for-hardship-personal-loan12496494
https://www.debt.com/consolidation/best/https://www.debt.com/consolidation/best/12495594
Accredited Debt Relief Reviewhttps://www.investopedia.com/accredited-debt-relief-review-5093737158972195
https://www.finder.com/personal-loans/best-debt-consolidation-loanshttps://www.finder.com/personal-loans/best-debt-consolidation-loans140961194
The best debt consolidation loans of July 2026https://www.cnbc.com/select/best-debt-consolidation-loans/162972495
New Credit America Reviewshttps://www.consumeraffairs.com/finance/new-credit-america.html#scroll_to_reviews=true14797795
https://scorenerds.com/debt/consolidation-guidehttps://scorenerds.com/debt/consolidation-guide1093093
Large debt consolidation loans: A guide to paying off big balanceshttps://point.com:443/blog/large-debt-consolidation-loans119951395
Best Debt Consolidation Programs (2026)https://www.incharge.org/debt-relief/debt-consolidation/free-debt-credit-consolidation/12496194
https://www.adea.org/docs/default-source/adea-main/financial-resouces/federal-consolidation-primer---winter-spring-2026.pdf?sfvrsn=c18a38_1https://www.adea.org/docs/default-source/adea-main/financial-resouces/federal-consolidation-primer---winter-spring-2026.pdf?sfvrsn=c18a38_1130951394
LendingClub Personal Loans Review (2026): What to Knowhttps://www.moneylion.com/learn/personal-loans/reviews/lending-club-personal-loans12795394
https://investors.nerdwallet.com/node/8966/pdfhttps://investors.nerdwallet.com/node/8966/pdf149971094
What Is Debt Consolidation? | Earnesthttps://www.earnest.com/blog/what-is-debt-consolidation12995594
Facing Financial Hardship? Discover How Relief Programs Can Help You Get Back On Trackhttps://www.nationaldebtrelief.com/blog/debt-guide/debt-relief/facing-financial-hardship-discover-how-relief-programs-can-help-you-get-back-on-track/12595794
https://www.reddit.com/r/debtfree/comments/1u2ub8e/best_debt_consolidation_loans_what_actually/https://www.reddit.com/r/debtfree/comments/1u2ub8e/best_debt_consolidation_loans_what_actually/172976496
Best Debt Consolidation Loan Companies and Programs [2026 ]https://www.debt.org/consolidation/companies/13396594
Motley Fool Money's 2026 Personal Loan Awards | The Motley Foolhttps://www.fool.com/money/awards/2026/personal-loans/150971395
Debt Consolidation Loans for Bad Credit Rates in July 2026 | LendingTreehttps://www.lendingtree.com/debt-consolidation/debt-consolidation-loans-for-bad-credit/14597994
https://fsapartners.ed.gov/sites/default/files/attachments/2026-03/The%20Future%20of%20Federal%20Loan%20Repayment%20-%20Servicing%20and%20System%20Impacts.pdfhttps://fsapartners.ed.gov/sites/default/files/attachments/2026-03/The%20Future%20of%20Federal%20Loan%20Repayment%20-%20Servicing%20and%20System%20Impacts.pdf156973295
Best Debt Consolidation Loan Rates — June 2026https://www.monitorbankrates.com/debt-consolidation-loans1595093
Get back on track: How a hardship loan can help you overcome financial struggles | Achievehttps://www.achieve.com/learn/personal-loans/hardship-loans12496494
https://www.govinfo.gov/content/pkg/FR-2026-03-02/pdf/FR-2026-03-02.pdfhttps://www.govinfo.gov/content/pkg/FR-2026-03-02/pdf/FR-2026-03-02.pdf153972395
Debt Consolidation Help for Hardship Debtors - Expert Guidehttps://www.justanswer.com/finance/t2g7s-debt-consolidation-hardship-debtors-options.html13196894
5 Best Personal Loan Options for Debt Consolidation & Financial Relief - Finance Fundamentalshttps://financefundamentals.io/top-5-personal-loan-options-debt-consolidation-financial-relief/#Option_5_Peer-to-Peer_Marketplace_Personal_Loans1094094
https://www.bankrate.com/f/102997/x/db68065407/bankrate_basics_debt.pdfhttps://www.bankrate.com/f/102997/x/db68065407/bankrate_basics_debt.pdf150962195
Best Debt Consolidation Loans of July 2026 | U.S. Newshttps://money.usnews.com/loans/personal-loans/debt-consolidation156974195
Best Debt Settlement Companieshttps://money.usnews.com/money/personal-finance/debt-settlement/debt-settlement-companies156974195
Hardship Assistance | Johns Hopkins Credit Unionhttps://www.jhfcu.org/our-products-and-services/loans/other-loans/emergency-relief-loan11396093
https://fortune.com/company-assets/1089/quartr/annual-report-10-k-f785e-2026-02-13-09-18-23.pdfhttps://fortune.com/company-assets/1089/quartr/annual-report-10-k-f785e-2026-02-13-09-18-23.pdf159975396
Best Debt Consolidation Loans of 2026https://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/?swimlane=Wrapper-Test-3.3.22168973295
https://www.reddit.com/r/DebtAdvice/comments/1t78vms/consolidation_debt/https://www.reddit.com/r/DebtAdvice/comments/1t78vms/consolidation_debt/172976496
How Debt Consolidation Loans Work | Bankratehttps://www.bankrate.com/loans/personal-loans/how-debt-consolidation-loans-work/?ic_id=image_personal-loans&qls=BRC_CONTENT0.022816PRSN150962195
https://www.reddit.com/r/DebtAdvice/comments/1splk8f/has_anyone_here_actually_used_a_debt/https://www.reddit.com/r/DebtAdvice/comments/1splk8f/has_anyone_here_actually_used_a_debt/172976496
National Debt Relief Reviewhttps://www.investopedia.com/national-debt-relief-review-5092836158972195
https://www.reddit.com/r/DebtAdvice/comments/1rwp67u/help_consolidating_debt/https://www.reddit.com/r/DebtAdvice/comments/1rwp67u/help_consolidating_debt/172976496
5 Best Debt Consolidation Options And How To Choose | Bankratehttps://www.bankrate.com/loans/personal-loans/debt-consolidation-options/?itm_source=parsely-api150962195
https://www.reddit.com/r/debtfree/comments/1t7jdg6/debt_consolidation_loan/https://www.reddit.com/r/debtfree/comments/1t7jdg6/debt_consolidation_loan/172976496
Low Interest Debt Consolidation Optionshttps://www.jgwentworth.com/resources/mp-low-interest-debt-consolidation-options11495194
https://www.reddit.com/r/debtfree/comments/1tkh7an/trying_to_consolidate_credit_card_debt_is_this_a/https://www.reddit.com/r/debtfree/comments/1tkh7an/trying_to_consolidate_credit_card_debt_is_this_a/172976496
2025 Debt Relief Starts Here with Smart Loan Pickshttps://www.amone.com/blog/debt-consolidation/11195094
https://www.reddit.com/r/DebtAdvice/comments/1qouwb2/best_debt_consolidation_company_for_someone_who/https://www.reddit.com/r/DebtAdvice/comments/1qouwb2/best_debt_consolidation_company_for_someone_who/172976496
Reach Personal Loans Review: What You Need to Knowhttps://www.moneylion.com/learn/personal-loans/reviews/reach-personal-loans12795394
https://www.reddit.com/r/debtfree/comments/1rlmukv/debt_consolidationpersonal_loan_advice_please/https://www.reddit.com/r/debtfree/comments/1rlmukv/debt_consolidationpersonal_loan_advice_please/172976496
https://www.reddit.com/r/personalfinance/comments/1rlv0t4/debt_consolidation_loan_options/https://www.reddit.com/r/personalfinance/comments/1rlv0t4/debt_consolidation_loan_options/172976496
https://www.reddit.com/r/DebtAdvice/comments/1shb7q7/looking_into_debt_consolidation/https://www.reddit.com/r/DebtAdvice/comments/1shb7q7/looking_into_debt_consolidation/172976496
https://www.reddit.com/r/DebtAdvice/comments/1rvdog2/debt_consolidation_loan_rates/https://www.reddit.com/r/DebtAdvice/comments/1rvdog2/debt_consolidation_loan_rates/172976496
https://www.reddit.com/r/loansharks/comments/1qp7v10/best_debt_consolidation_loans_for_bad_credit_no/https://www.reddit.com/r/loansharks/comments/1qp7v10/best_debt_consolidation_loans_for_bad_credit_no/172976496
https://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/?utm_source=openaihttps://www.forbes.com/advisor/personal-loans/debt-consolidation-loans/?utm_source=openai168973295
https://www.bankrate.com/loans/personal-loans/debt-consolidation-loans/?utm_source=openaihttps://www.bankrate.com/loans/personal-loans/debt-consolidation-loans/?utm_source=openai150962195
https://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans?msockid=0bcec5197318623a05a8d3b372ad63f3&utm_source=openaihttps://www.nerdwallet.com/personal-loans/best/debt-consolidation-loans?msockid=0bcec5197318623a05a8d3b372ad63f3&utm_source=openai149971495
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 Debt Weary Parent, 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
sofi.com10.6510.043971495
lightstream.com3.2510.02895794
discover.com2.6510.041961995
upgrade.com1.7510.029961594
lendingclub.com1.048.037961594
penfed.org0.648.02696494
happymoney.com0.436.019951395
upstart.com0.348.02996895
achieve.com0.324.02496494
marcus.com0.312.02995294
bestegg.com0.324.02096595
avant.com0.236.025961095
happy-money.com0.212.0095092
usbank.com0.124.044961695
reachfinancial.com0.112.0093093
prosper.com0.112.032962195
besteggloan.com0.012.009300
happenbank.com0.012.009301