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Industry Report

Debt Consolidation Lenders

Research: Guides, Best Practices
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.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
542Domains Tracked
11Buyer Personas
39.0MReddit Posts
125KWikipedia Articles
13.2MOpen Web Matches
content_queries_guides_best_practices.report
DomainScore
experian.com
9.9
ithinkfi.org
8.3
bankrate.com
8.1
This is a shortened preview of the Debt Consolidation Lenders report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

Get the full Debt Consolidation Lenders report
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

Beat the standard guides

The guides and best-practice content that currently defines quality in this space. Study them, then build cornerstone content that outdoes the incumbents.

How It's Calculated

Where the numbers come from

We run guides, best practices queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Guides, Best Practices

Domains appearing in Google results for Debt Consolidation Lenders's Research: Guides, Best Practices queries across all personas. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Debt Consolidation Lenders's Research: Guides, Best Practices queries across all personas, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

3,546debt consolidation
951how to
546consolidation loan
530consolidation loans
425fixed income
392of debt
353what is
350a debt
344guide to
276is debt
270to avoid
260to consolidate
255medical debt
229pros and
229and cons
219credit card
217cons of
207to know
184consolidation and
182and how
175to debt
175to get
174consolidation mistakes
169mistakes to
160best debt

3-grams

517debt consolidation loans
490debt consolidation loan
308a debt consolidation
268is debt consolidation
266of debt consolidation
240what is debt
229pros and cons
191cons of debt
184debt consolidation and
178and cons of
174debt consolidation mistakes
169how to consolidate
168mistakes to avoid
157best debt consolidation
150credit card debt
147how to get
140for debt consolidation
130questions to ask
128guide to debt
128a good idea
119to debt consolidation
119and how to
116out of debt
108about debt consolidation
106is it a

4-grams

252a debt consolidation loan
239what is debt consolidation
191cons of debt consolidation
178pros and cons of
171and cons of debt
157is debt consolidation and
106is it a good
106it a good idea
94guide to debt consolidation
93the pros and cons
84get out of debt
82best debt consolidation loans
77for a debt consolidation
76consolidate credit card debt
76to get out of
75to consolidate credit card
72loan for debt consolidation
72common debt consolidation mistakes
69you need to know
66qualify for a debt
65how to get out
65mistakes to avoid when
63is a debt consolidation
60to avoid when consolidating
59what is a debt

5-grams

171pros and cons of debt
171and cons of debt consolidation
157what is debt consolidation and
106is it a good idea
93the pros and cons of
75for a debt consolidation loan
75to consolidate credit card debt
73to get out of debt
66qualify for a debt consolidation
65how to get out of
63is a debt consolidation loan
59how to consolidate credit card
59debt consolidation mistakes to avoid
59mistakes to avoid when consolidating
56personal loan for debt consolidation
53what is a debt consolidation
47get a debt consolidation loan
46is debt consolidation and when
46debt consolidation and when is
46consolidation and when is it
46and when is it a
46when is it a good
45what you need to know
44is debt consolidation and is
44debt consolidation and is it

6-grams

171pros and cons of debt consolidation
91the pros and cons of debt
66qualify for a debt consolidation loan
62how to get out of debt
59how to consolidate credit card debt
53what is a debt consolidation loan
46what is debt consolidation and when
46is debt consolidation and when is
46debt consolidation and when is it
46consolidation and when is it a
46and when is it a good
46when is it a good idea
44what is debt consolidation and is
44is debt consolidation and is it
42how to get a debt consolidation
42to get a debt consolidation loan
38debt consolidation and how does it
38a personal loan for debt consolidation
37what is debt consolidation and how
36feeling overwhelmed by debt a guide
36overwhelmed by debt a guide to
36by debt a guide to consolidation
36is debt consolidation and how does
36consolidation and how does it work
36debt consolidation mistakes and how to

7-grams

91the pros and cons of debt consolidation
46what is debt consolidation and when is
46is debt consolidation and when is it
46debt consolidation and when is it a
46consolidation and when is it a good
46and when is it a good idea
44what is debt consolidation and is it
42how to get a debt consolidation loan
36feeling overwhelmed by debt a guide to
36overwhelmed by debt a guide to consolidation
36what is debt consolidation and how does
36is debt consolidation and how does it
36debt consolidation and how does it work
35is debt consolidation and is it a
35debt consolidation and is it a good
35consolidation and is it a good idea
33how to qualify for a debt consolidation
33to qualify for a debt consolidation loan
32how to use a personal loan for
32to use a personal loan for debt
32use a personal loan for debt consolidation
30how do you qualify for a debt
30do you qualify for a debt consolidation
30you qualify for a debt consolidation loan
29best debt consolidation loans in july 2026