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Industry Report

Debt Consolidation Lenders

LLM Fanout Queries
Dominant · Common Crawl ρ=0.482

AI recommendation signal analysis across 542 domains and 11 buyer personas in Debt Consolidation Lenders, led by sofi.com as the most LLM-recommended domain.

542Domains Tracked
11Buyer Personas
39.0MReddit Posts
125KWikipedia Articles
13.2MOpen Web Matches
llm_fanout_queries.report
QueryLLMs
"achieve" personal loan self employed "bank statements"
1.0
"avant" "self-employed" debt consolidation
1.0
"avant" personal loan domain
1.0
"best debt consolidation loans" nerdwallet
1.0
"best debt consolidation loans" u.s. news
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

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

See the searches AI runs for itself

When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.

How It's Calculated

Where the numbers come from

During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.

Overview

What's on this page

A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.

Model Comparison

Compare two models' fanout queries

The exact web searches each model ran while answering Debt Consolidation Lenders questions, across all personas. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.

  1. best debt consolidation loans soft credit check origination fee prepayment penalty customer reviews 2026
  2. debt consolidation loan lenders prequalify soft credit check no prepayment penalty origination fee
  3. NerdWallet best debt consolidation loans 2026
  4. Bankrate best debt consolidation loans 2026
  5. best debt consolidation loan lenders fixed rates hardship options flexible payment dates 2026
  6. NerdWallet best debt consolidation loans lenders fixed APR no fees hardship options
  7. Bankrate best debt consolidation loans lenders 2026 fixed rates
  8. Forbes Advisor best debt consolidation loans 2026 fixed rates
  9. best personal loans debt consolidation fixed rate predictable payments credit unions retirees fixed income
  10. debt consolidation personal loans fixed rates no origination fee customer service AARP retirees
  11. CFPB debt consolidation loan advice fixed income older adults
  12. NerdWallet best debt consolidation loans fixed rate personal loans 2026
  13. LightStream debt consolidation loan fixed rates no fees official
  14. Discover personal loans debt consolidation fixed rates official
  15. SoFi personal loans unemployment protection hardship assistance official
  16. PenFed personal loan debt consolidation fixed rate official
  17. Alliant Credit Union personal loans debt consolidation fixed rate no prepayment penalty official
  18. Achieve personal loans debt consolidation fixed rate official
  19. LendingClub debt consolidation balance transfer loan fixed rate official
  20. Upgrade debt consolidation personal loans fixed rate official
  21. best personal loans debt consolidation self employed gig workers bank deposits cash flow underwriting
  22. personal loan lenders self employed debt consolidation bank statements
  23. Upstart personal loans self employed income debt consolidation
  24. SoFi personal loans self employed debt consolidation
  25. site:upgrade.com personal loans self employed income verification debt consolidation
  26. site:achieve.com personal loans self employed debt consolidation
  27. site:prosper.com personal loans self employed debt consolidation
  28. site:lendingclub.com personal loans self employed debt consolidation income verification
  29. site:bestegg.com debt consolidation personal loan self employed income verification
  30. site:happy money.com personal loans debt consolidation self employed
  31. site:lendingpoint.com personal loans debt consolidation self employed
  32. site:avant.com personal loans self employed debt consolidation
  33. LightStream debt consolidation personal loan self employed
  34. Discover personal loans debt consolidation self employed income verification
  35. Universal Credit personal loans self employed debt consolidation
  36. LendingTree personal loans self employed debt consolidation marketplace
  37. best unsecured debt consolidation loans fixed rates prequalification funding reviews 2026
  38. NerdWallet best debt consolidation loans unsecured fixed rate 2026
  39. Bankrate best debt consolidation loans unsecured loans 2026
  40. Forbes Advisor best debt consolidation loans 2026
  41. best debt consolidation loans soft credit check origination fee autopay medical debt consolidation lenders 2026
  42. NerdWallet best debt consolidation loans soft credit check origination fee autopay 2026
  43. Bankrate best debt consolidation loans 2026 soft credit check origination fees autopay
  44. Forbes Advisor best debt consolidation loans 2026 soft credit check
  45. SoFi personal loans debt consolidation no fees unemployment protection soft credit pull autopay official
  46. LendingClub debt consolidation loans balance transfer direct pay creditors origination fee official
  47. Upgrade debt consolidation loans direct pay creditors autopay discount origination fee official
  48. Discover personal loans debt consolidation no origination fees official
  49. LightStream debt consolidation loan no fees autopay discount soft credit pull official
  50. Happy Money Payoff Loan debt consolidation origination fee soft credit pull official
  51. Best Egg debt consolidation origination fee no prepayment soft credit pull official
  52. Upstart debt consolidation loan origination fee soft credit pull official
  53. best debt consolidation loans fair average credit prequalification APR fees autopay discount 2026
  54. debt consolidation loans average credit soft credit check APR origination fee autopay discount
  55. NerdWallet best debt consolidation loans fair credit pre-qualify 2026
  56. Bankrate best debt consolidation loans fair credit 2026
  57. best debt consolidation loans lenders 2026 NerdWallet Bankrate Forbes Advisor Investopedia
  58. CFPB debt consolidation loans personal loans guidance
  59. best personal loans debt consolidation lenders 2026
  60. best debt consolidation loans fixed rates soft credit check transparent fees 2026 NerdWallet Bankrate Forbes Advisor
  61. CFPB debt consolidation loan advice fixed rate fees credit check
  62. debt consolidation personal loans official lender fixed rates no origination fee soft credit check
  63. best personal loans debt consolidation recent graduates soft credit check autopay discount no fees 2026
  64. NerdWallet best debt consolidation loans soft credit check autopay discount 2026
  65. Bankrate best debt consolidation loans July 2026 soft prequalification fees
  66. best debt consolidation personal loans digital experience APR fees no prepayment penalty 2026 NerdWallet
  67. best debt consolidation loans 2026 Bankrate APR origination fees credit bureaus
  68. best personal loans debt consolidation 2026 Forbes Advisor SoFi LightStream Discover Upgrade Upstart
  1. sofi lightstream upgrade discover best debt consolidation loans
  2. best debt consolidation loans 2026
  3. best debt consolidation loans for family budget low stress fixed rates
  4. "best debt consolidation loans" u.s. news
  5. best debt consolidation loans for retired fixed income
  6. "best debt consolidation loans" nerdwallet
  7. best personal loans low income fixed income
  8. "avant" "self-employed" debt consolidation
  9. "upstart" self employed debt consolidation
  10. best personal loans for self employed gig workers debt consolidation
  11. "sofi" personal loan independent contractor gig worker
  12. best debt consolidation loans gig workers freelancers
  13. "achieve" personal loan self employed "bank statements"
  14. best unsecured personal loans for homeowners debt consolidation
  15. best unsecured debt consolidation loans 2026
  16. best debt consolidation loans medical debt bad credit soft pull 2026
  17. "LendingPoint" personal loan domain
  18. "Avant" personal loan domain
  19. best fair credit personal loans for debt consolidation 2025
  20. best debt consolidation loans for fair credit 2026
  21. "Universal Credit" personal loan domain name
  22. top personal loans for debt consolidation 2025 2026
  23. "best personal loans" for fair credit or thin credit young professional 2026
  24. best debt consolidation loans for fair credit 2026 NerdWallet
  25. personal loans for young professionals credit building Upstart Sofi Upgrade
  26. best debt consolidation loans for recent graduates limited credit
  27. best digital debt consolidation personal loans online lenders 2025 2026
  28. LendingClub Happen Bank rebranding
Full Results

All fanout queries

Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.

QueryLLM CountLLMs
"achieve" personal loan self employed "bank statements"1Gemini 3.5 Flash
"avant" "self-employed" debt consolidation1Gemini 3.5 Flash
"avant" personal loan domain1Gemini 3.5 Flash
"best debt consolidation loans" nerdwallet1Gemini 3.5 Flash
"best debt consolidation loans" u.s. news1Gemini 3.5 Flash
"best personal loans" for fair credit or thin credit young professional 20261Gemini 3.5 Flash
"lendingpoint" personal loan domain1Gemini 3.5 Flash
"sofi" personal loan independent contractor gig worker1Gemini 3.5 Flash
"universal credit" personal loan domain name1Gemini 3.5 Flash
"upstart" self employed debt consolidation1Gemini 3.5 Flash
achieve debt consolidation loan domain website1Claude Haiku 4.5
achieve personal loans debt consolidation fixed rate official1GPT 5.5
alliant credit union personal loans debt consolidation fixed rate no prepayment penalty official1GPT 5.5
avant onemain financial lendingclub debt consolidation recent graduates 20261Claude Haiku 4.5
bankrate best debt consolidation loans 20261GPT 5.5
bankrate best debt consolidation loans 2026 soft credit check origination fees autopay1GPT 5.5
bankrate best debt consolidation loans fair credit 20261GPT 5.5
bankrate best debt consolidation loans july 2026 soft prequalification fees1GPT 5.5
bankrate best debt consolidation loans lenders 2026 fixed rates1GPT 5.5
bankrate best debt consolidation loans unsecured loans 20261GPT 5.5
best debt consolidation companies list upgrade sofi happen prosper 20261Claude Haiku 4.5
best debt consolidation companies ranked 20251DeepSeek V4 Pro
best debt consolidation lenders 20261Claude Sonnet 5
best debt consolidation lenders 2026 flexible rates transparent1Claude Haiku 4.5
best debt consolidation lenders 2026 for seniors disability fixed income1Claude Sonnet 5
best debt consolidation lenders 2026 reviews1Claude Haiku 4.5
best debt consolidation lenders after divorce single income 2024 20251DeepSeek V4 Pro
best debt consolidation lenders digital experience 2024 20251Claude Haiku 4.5
best debt consolidation lenders earnin moneylion self-employed1Claude Haiku 4.5
best debt consolidation lenders fair credit 20261Claude Haiku 4.5
best debt consolidation lenders fixed income borrowers1Claude Haiku 4.5
best debt consolidation lenders medical bills 20261Claude Haiku 4.5
best debt consolidation lenders recent graduates 2024 20251Claude Haiku 4.5
best debt consolidation lenders reviews sofi lightstream payoff upstart discover1Claude Sonnet 5
best debt consolidation lenders transparent ethical 20261Claude Haiku 4.5
best debt consolidation loan lenders 2026 digital experience prequalification1Claude Sonnet 5
best debt consolidation loan lenders 2026 fixed rate1Claude Sonnet 5
best debt consolidation loan lenders 2026 fixed rate soft credit check1Claude Sonnet 5
best debt consolidation loan lenders fixed rates hardship options flexible payment dates 20261GPT 5.5
best debt consolidation loans 20261Gemini 3.5 Flash
best debt consolidation loans 2026 bankrate apr origination fees credit bureaus1GPT 5.5
best debt consolidation loans fair average credit prequalification apr fees autopay discount 20261GPT 5.5
best debt consolidation loans fixed income fixed rate predictable payments1Claude Sonnet 5
best debt consolidation loans fixed rates soft credit check transparent fees 2026 nerdwallet bankrate forbes advisor1GPT 5.5
best debt consolidation loans for credit card debt 2025 soft credit check prequalify1DeepSeek V4 Pro
best debt consolidation loans for credit cards 2026 soft credit check no origination fee1Claude Sonnet 5
best debt consolidation loans for fair average credit 20261Claude Sonnet 5
best debt consolidation loans for fair credit 2025 prequalification no hard pull1DeepSeek V4 Pro
best debt consolidation loans for fair credit 20261Gemini 3.5 Flash
best debt consolidation loans for fair credit 2026 nerdwallet1Gemini 3.5 Flash
best debt consolidation loans for families 2025 fixed rates simple process1DeepSeek V4 Pro
best debt consolidation loans for family budget low stress fixed rates1Gemini 3.5 Flash
best debt consolidation loans for medical bills no origination fee transparent terms 2024 20251DeepSeek V4 Pro
best debt consolidation loans for medical debt 2026 fixed rate prequalify soft credit check1Claude Sonnet 5
best debt consolidation loans for recent graduates limited credit1Gemini 3.5 Flash
best debt consolidation loans for recent graduates with limited credit history 20251DeepSeek V4 Pro
best debt consolidation loans for retired fixed income1Gemini 3.5 Flash
best debt consolidation loans for self-employed gig workers 20261Claude Sonnet 5
best debt consolidation loans for self-employed gig workers nontraditional income 2024 20251DeepSeek V4 Pro
best debt consolidation loans for seniors fixed income low fixed rates 20251DeepSeek V4 Pro
best debt consolidation loans for young adults limited credit history 20261Claude Sonnet 5
best debt consolidation loans for young professionals 2025 digital experience low apr1DeepSeek V4 Pro
best debt consolidation loans gig workers freelancers1Gemini 3.5 Flash
best debt consolidation loans lenders 2026 nerdwallet bankrate forbes advisor investopedia1GPT 5.5
best debt consolidation loans medical debt bad credit soft pull 20261Gemini 3.5 Flash
best debt consolidation loans soft credit check origination fee autopay medical debt consolidation lenders 20261GPT 5.5
best debt consolidation loans soft credit check origination fee prepayment penalty customer reviews 20261GPT 5.5
best debt consolidation personal loans digital experience apr fees no prepayment penalty 2026 nerdwallet1GPT 5.5
best digital debt consolidation personal loans online lenders 2025 20261Gemini 3.5 Flash
best egg achieve prosper debt consolidation online lenders1Claude Haiku 4.5
best egg debt consolidation origination fee no prepayment soft credit pull official1GPT 5.5
best fair credit personal loans for debt consolidation 20251Gemini 3.5 Flash
best online personal loan for debt consolidation sofi lightstream marcus payoff upstart comparison1Claude Sonnet 5
best personal loans debt consolidation 2026 forbes advisor sofi lightstream discover upgrade upstart1GPT 5.5
best personal loans debt consolidation fixed rate predictable payments credit unions retirees fixed income1GPT 5.5
best personal loans debt consolidation lenders 20261GPT 5.5
best personal loans debt consolidation recent graduates soft credit check autopay discount no fees 20261GPT 5.5
best personal loans debt consolidation self employed gig workers bank deposits cash flow underwriting1GPT 5.5
best personal loans for debt consolidation fixed rate reviews1Claude Sonnet 5
best personal loans for medical debt consolidation compassionate lending 2024 20251DeepSeek V4 Pro
best personal loans for self employed gig workers debt consolidation1Gemini 3.5 Flash
best personal loans low income fixed income1Gemini 3.5 Flash
best unsecured debt consolidation lenders homeowners 2024 20251Claude Haiku 4.5
best unsecured debt consolidation loans 20261Gemini 3.5 Flash
best unsecured debt consolidation loans fixed rates prequalification funding reviews 20261GPT 5.5
best unsecured debt consolidation loans for homeowners 2024 2025 no home equity1DeepSeek V4 Pro
best unsecured debt consolidation loans for homeowners 20261Claude Sonnet 5
best unsecured personal loans for homeowners debt consolidation1Gemini 3.5 Flash
cfpb debt consolidation loan advice fixed income older adults1GPT 5.5
cfpb debt consolidation loan advice fixed rate fees credit check1GPT 5.5
cfpb debt consolidation loans personal loans guidance1GPT 5.5
credible marcus happy money debt consolidation digital app 20261Claude Haiku 4.5
debt consolidation companies customer service hardship options1Claude Haiku 4.5
debt consolidation lenders divorce financial recovery1Claude Haiku 4.5
debt consolidation lenders no origination fee no prepayment penalty low apr 20251DeepSeek V4 Pro
debt consolidation lenders predictable monthly payments no hidden fees reputable1DeepSeek V4 Pro
debt consolidation lenders self-employed gig workers freelance1Claude Haiku 4.5
debt consolidation lenders soft credit check prequalification young borrowers 20251DeepSeek V4 Pro
debt consolidation lenders soft credit prequalification autopay discount no origination fee1Claude Sonnet 5
debt consolidation lenders that accept bank statements instead of w2 pay stubs freelance1DeepSeek V4 Pro
debt consolidation lenders that look beyond credit score income payment history1DeepSeek V4 Pro
debt consolidation lenders that work with medical debt fixed rates prequalification soft credit pull1DeepSeek V4 Pro
debt consolidation lenders unsecured loans reviews best rates 20251DeepSeek V4 Pro
debt consolidation loan companies transparent terms no shame1Claude Haiku 4.5
debt consolidation loan lenders bank statement income self-employed1Claude Sonnet 5
debt consolidation loan lenders prequalify soft credit check no origination fee1Claude Sonnet 5
debt consolidation loan lenders prequalify soft credit check no prepayment penalty origination fee1GPT 5.5
debt consolidation loans average credit prequalification no hard pull1Claude Haiku 4.5
debt consolidation loans average credit soft credit check apr origination fee autopay discount1GPT 5.5
debt consolidation loans flexible payment dates fixed apr reputable lenders reviews1DeepSeek V4 Pro
debt consolidation loans for families hardship program no fees1Claude Sonnet 5
debt consolidation loans for newly divorced individuals transparent terms fixed rates1DeepSeek V4 Pro
debt consolidation loans online apr fees comparison young professionals1Claude Haiku 4.5
debt consolidation loans soft credit check fast funding1Claude Haiku 4.5
debt consolidation loans stable fixed payment terms1Claude Haiku 4.5
debt consolidation loans transparent fees no hidden charges1Claude Haiku 4.5
debt consolidation personal loans fixed rates no origination fee customer service aarp retirees1GPT 5.5
debt consolidation personal loans official lender fixed rates no origination fee soft credit check1GPT 5.5
debt consolidation soft credit check limited credit history1Claude Haiku 4.5
discover marcus penfed debt consolidation loans gig workers self-employed 20261Claude Haiku 4.5
discover personal loans debt consolidation fixed rates official1GPT 5.5
discover personal loans debt consolidation no origination fees official1GPT 5.5
discover personal loans debt consolidation self employed income verification1GPT 5.5
forbes advisor best debt consolidation loans 20261GPT 5.5
forbes advisor best debt consolidation loans 2026 fixed rates1GPT 5.5
forbes advisor best debt consolidation loans 2026 soft credit check1GPT 5.5
happy money payoff loan debt consolidation origination fee soft credit pull official1GPT 5.5
honest debt consolidation companies transparent fees education tools1Claude Haiku 4.5
incharge debt solutions nonprofit domain website1Claude Haiku 4.5
lending tower best egg rocket discover lightstream achieve domain 20261Claude Haiku 4.5
lendingclub debt consolidation balance transfer loan fixed rate official1GPT 5.5
lendingclub debt consolidation loans balance transfer direct pay creditors origination fee official1GPT 5.5
lendingclub happen bank rebranding1Gemini 3.5 Flash
lendingtree personal loans self employed debt consolidation marketplace1GPT 5.5
lightstream debt consolidation loan fixed rates no fees official1GPT 5.5
lightstream debt consolidation loan no fees autopay discount soft credit pull official1GPT 5.5
lightstream debt consolidation personal loan self employed1GPT 5.5
nerdwallet best debt consolidation loans 20261GPT 5.5
nerdwallet best debt consolidation loans fair credit pre-qualify 20261GPT 5.5
nerdwallet best debt consolidation loans fixed rate personal loans 20261GPT 5.5
nerdwallet best debt consolidation loans lenders fixed apr no fees hardship options1GPT 5.5
nerdwallet best debt consolidation loans soft credit check autopay discount 20261GPT 5.5
nerdwallet best debt consolidation loans soft credit check origination fee autopay 20261GPT 5.5
nerdwallet best debt consolidation loans unsecured fixed rate 20261GPT 5.5
onemain financial lendingpoint fair credit personal loan consolidation 20261Claude Haiku 4.5
penfed personal loan debt consolidation fixed rate official1GPT 5.5
personal loan lenders self employed debt consolidation bank statements1GPT 5.5
personal loans for gig workers 1099 income debt consolidation flexible underwriting1DeepSeek V4 Pro
personal loans for young professionals credit building upstart sofi upgrade1Gemini 3.5 Flash
prosper lendingclub upstart happen bank debt consolidation self-employed1Claude Haiku 4.5
reputable debt consolidation companies transparent terms1Claude Haiku 4.5
site:achieve.com personal loans self employed debt consolidation1GPT 5.5
site:avant.com personal loans self employed debt consolidation1GPT 5.5
site:bestegg.com debt consolidation personal loan self employed income verification1GPT 5.5
site:happy money.com personal loans debt consolidation self employed1GPT 5.5
site:lendingclub.com personal loans self employed debt consolidation income verification1GPT 5.5
site:lendingpoint.com personal loans debt consolidation self employed1GPT 5.5
site:prosper.com personal loans self employed debt consolidation1GPT 5.5
site:upgrade.com personal loans self employed income verification debt consolidation1GPT 5.5
sofi lightstream upgrade discover best debt consolidation loans1Gemini 3.5 Flash
sofi personal loans debt consolidation no fees unemployment protection soft credit pull autopay official1GPT 5.5
sofi personal loans self employed debt consolidation1GPT 5.5
sofi personal loans unemployment protection hardship assistance official1GPT 5.5
splash financial onemain financial lendingpoint debt consolidation 20261Claude Haiku 4.5
splash financial prosper fair credit debt consolidation 20261Claude Haiku 4.5
top debt consolidation companies for disability benefits recipients trustworthy 20251DeepSeek V4 Pro
top debt consolidation companies reviews 2025 honest apr fair credit1DeepSeek V4 Pro
top debt consolidation companies transparent fees customer support reviews1Claude Sonnet 5
top debt consolidation lenders 2025 best reviews1DeepSeek V4 Pro
top debt consolidation lenders 20261Claude Haiku 4.5
top debt consolidation lenders mobile app easy prequalification 20251DeepSeek V4 Pro
top debt consolidation lenders no origination fee autopay discount financial wellness tools1Claude Sonnet 5
top debt consolidation loan companies no hidden fees autopay discount credit reporting 20251DeepSeek V4 Pro
top debt consolidation loan companies reviews1Claude Sonnet 5
top personal loans for debt consolidation 2025 20261Gemini 3.5 Flash
top rated debt consolidation companies customer reviews1Claude Haiku 4.5
top rated debt consolidation companies customer reviews fixed rates1Claude Haiku 4.5
top rated debt consolidation companies customer service1Claude Haiku 4.5
top rated debt consolidation companies low stress simple repayment 20241DeepSeek V4 Pro
top rated debt consolidation lenders financial wellness tools1Claude Haiku 4.5
top rated debt consolidation lenders fintech user friendly1Claude Haiku 4.5
top rated debt consolidation lenders fixed rates no hidden fees1Claude Haiku 4.5
top rated debt consolidation lenders no surprise fees hardship options 20251DeepSeek V4 Pro
top rated debt consolidation loan companies customer reviews 20251DeepSeek V4 Pro
top unsecured personal loans debt consolidation fixed rates high loan amounts 20251DeepSeek V4 Pro
universal credit personal loans self employed debt consolidation1GPT 5.5
unsecured personal loans debt consolidation no home equity1Claude Haiku 4.5
upgrade debt consolidation loans direct pay creditors autopay discount origination fee official1GPT 5.5
upgrade debt consolidation personal loans fixed rate official1GPT 5.5
upgrade sofi discover penfed lightstream happy money domains website1Claude Haiku 4.5
upstart debt consolidation loan origination fee soft credit pull official1GPT 5.5
upstart personal loans self employed income debt consolidation1GPT 5.5