CiteWorks Studio

How AI Search Is Recommending Debt Management: Monthly Trends

Mark HuntleyBy Mark HuntleyFounder and CEO
9 minutes read

Key Takeaways

  • National Debt Relief led September 2026 with 49.1% recommendation coverage and a 29.2% rank-one rate, ahead of Freedom Debt Relief by 3.1 points.
  • The August decline reversed sharply, with eight of nine tracked brands posting significant gains versus the May baseline and most recovering month over month.
  • Money Management International climbed to 44.5% in third place after leading August at a much lower 8.6%, while Accredited Debt Relief rose to 44.0% in fourth.
  • Recommendation-shaped answers increased to 36.3% of qualified observations, but all qualified activity remained concentrated in brand recommendation queries rather than pricing or comparison prompts.

Executive Summary

National Debt Relief leads the debt management category in September 2026 with a 49.1% valid recommendation coverage rate, ahead of Freedom Debt Relief at 46.0%, a gap of 3.1 points. National Debt Relief also holds the strongest rank-one position, appearing first in 29.2% of the 452 qualified observations. Leadership shifted back from Money Management International, which led in August 2026 at 8.6% but now sits at 44.5% in third place.

The category moved decisively upward. Eight of nine tracked brands registered significant rises against the May 2026 baseline, reversing August's broad pullback. Money Management International posted the largest baseline gain, up 32.1 points from 12.4% to 44.5%, while National Debt Relief recorded the sharpest month-over-month climb, up 41.4 points from August's 7.7%. The prior month's decline proved temporary rather than a new trend, as most brands returned to coverage levels approaching or exceeding their May readings.

Against the immediately prior month, the category reversed course almost entirely. National Debt Relief rose 41.4 points from August's 7.7%, Freedom Debt Relief rose 38.5 points from 7.5%, and Money Management International rose 35.9 points from 8.6%. The benchmark classifies this as a mixed month, with significant movement present across nearly every tracked brand. Curadebt remains the sole significant decliner, its coverage at 0.0% in September versus 4.8% in May.

Each monthly benchmark run begins with source prompt-surface observations across the category's defined AI/search surface universe. In September 2026, the run collected 800 prompt-surface observations across 509 unique questions; all 800 mentioned a tracked brand or competitor, 783 were relevant to the category, and 17 were irrelevant, leaving 452 observations that qualify for public reporting. In May 2026, the baseline run collected 522 observations from 522 unique questions, all of which mentioned a tracked brand and were relevant to the category, producing 522 qualified observations. The August 2026 intermediate month collected 800 prompt-surface observations with 428 qualifying for public reporting.

AI recommendation trend

valid recommendation coverage, May 2026 to Sep 2026

0%15%30%45%60%May 2026Jul 2026Aug 2026Sep 2026
  • National Debt Relief49.1%
  • Freedom Debt Relief46.0%
  • Money Management International44.5%
  • Accredited Debt Relief44.0%
  • GreenPath Financial Wellness29.4%
  • National Foundation for Credit Counseling25.2%
  • American Consumer Credit Counseling18.1%
  • Financial Counseling Association of America6.0%
  • Clearpoint0.2%
  • Curadebt0.0%

Key Findings

Signal

September 2026 finding

Category leader

National Debt Relief at 49.1% valid recommendation coverage, 3.1 points ahead of Freedom Debt Relief

Largest month-over-month mover

National Debt Relief, up 41.4 points from August's 7.7% to September's 49.1%

Leader's rank-one presence

National Debt Relief holds a 29.2% rank-one rate, with 132 rank-one recommendations

Recommendation-shaped answers

164 of 452 qualified observations (36.3%), up from 31 of 428 (7.2%) in August

Qualified surface breadth

All six canonical AI surfaces (ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, AI Mode) produced qualified observations

Significant risers vs. May 2026 baseline

8 of 9 tracked brands

Benchmark Context

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

Research stage

May 2026

September 2026

What it represents

Source prompt-surface observations collected

522

800

Total prompt-surface pairs gathered in the collection window

Unique questions

522

509

Distinct questions across the benchmark's surface universe

Brand / competitor mentions

522

800

Prompts where a tracked brand or competitor was named

Relevant prompts

395

783

Prompts relevant to the debt management category

Irrelevant prompts

0

17

Prompts deemed irrelevant to the category

Qualified benchmark observations

522

452

Public denominator: observations surviving both qualification stages

Qualified surface breadth

6

6

Canonical AI surface families with at least one qualified observation

These qualification stages define the denominator used throughout this report: brand-level percentages below are calculated against the 452 qualified observations in September 2026 and the 522 qualified observations in May 2026, not against the larger raw collection volumes.

Benchmark-Level Metrics

Metric

May 2026

September 2026

Change

Qualified observations

522

452

Down 70

Companies tracked

10

9

Down 1

Recommendation-shaped answer share

15.7%

36.3%

Up 20.6 points

Valid recommendation shortlist share

36.4%

69.7%

Up 33.3 points

Category leader by coverage

National Debt Relief (30.1%)

National Debt Relief (49.1%)

Leader held

The baseline-to-current rise of 20.6 points in recommendation-shaped answer share reflects a pattern of high-intensity months around a single low-reading month, not a smooth upward trend.

AI Recommendation Trend

Leadership Returned to National Debt Relief as the Category Recovered Across Nearly Every Tracked Brand

Brand

May 2026

September 2026

Movement

September 2026 rank

National Debt Relief

30.1%

49.1%

Up 19.0 points

1st

Freedom Debt Relief

25.7%

46.0%

Up 20.3 points

2nd

Money Management International

12.4%

44.5%

Up 32.1 points

3rd

Accredited Debt Relief

21.5%

44.0%

Up 22.5 points

4th

GreenPath Financial Wellness

5.0%

29.4%

Up 24.4 points

5th

National Foundation for Credit Counseling

7.5%

25.2%

Up 17.7 points

6th

American Consumer Credit Counseling

3.3%

18.1%

Up 14.8 points

7th

Financial Counseling Association of America

2.5%

6.0%

Up 3.5 points

8th

Clearpoint

0.0%

0.2%

Up 0.2 points

9th

Curadebt

4.8%

0.0%

Down 4.8 points

10th

September 2026 shows clear leadership rather than a tight cluster. The first-to-fourth spread runs from 49.1% down to 44.0%, a 5.1-point range that leaves National Debt Relief, Freedom Debt Relief, Money Management International, and Accredited Debt Relief closely grouped at the top. Eight brands exceeded normal month-to-month variation against the May 2026 baseline, meaning the category-level change reflects broad recovery rather than any single brand's movement.

What Changed This Month

National Debt Relief

National Debt Relief's valid recommendation coverage rose from 7.7% in August 2026 to 49.1% in September 2026, a gain of 41.4 points — the largest single-month rise among tracked brands — and is up 19.0 points against the May 2026 baseline of 30.1%. Both movements are classified as significant.

The brand's placement signals strengthened alongside coverage. Its rank-one rate reached 29.2% in September, up from 5.6% in August, representing 132 rank-one recommendations out of 452 qualified observations. Its top-three rate climbed to 41.4%, up from 6.5% in the prior month.

Raw mention presence also recovered, from 9.8% in August to 65.3% in September, meaning the brand appeared in nearly two-thirds of qualified answers. The distinction to notice is that National Debt Relief's coverage (49.1%) sits below its presence (65.3%), indicating the brand appears frequently but is not always the recommended choice.

Highest-priority diagnostic: Which high-intent prompts returned National Debt Relief to rank-one standing, and which competitor takes the recommendation when the brand is present but not selected?

Money Management International

Money Management International rose from 8.6% in August 2026 to 44.5% in September 2026, a gain of 35.9 points, and is up 32.1 points against the May 2026 baseline of 12.4%. Both movements are significant.

The brand's rank-one rate reached 9.1% in September, up from 3.5% in August, with 41 rank-one recommendations. Its top-three rate moved from 5.8% to 19.5% over the same period. Raw mention presence climbed from 8.9% to 51.3%.

The brand had led the category in August at 8.6%, a low absolute level, and now holds third place at 44.5%. Its net sentiment score rose from 75% in May to 96.6% in September, indicating that when the brand is mentioned, framing has strengthened.

Highest-priority diagnostic: Which surfaces drove Money Management International's August-to-September recovery, and did the brand regain the specific prompt clusters it lost in the prior month?

Accredited Debt Relief

Accredited Debt Relief posted one of the category's largest month-over-month gains, rising from 5.1% in August 2026 to 44.0% in September 2026, an increase of 38.9 points. Against the May 2026 baseline of 21.5%, the brand is up 22.5 points, also significant.

The brand's top-three rate reached 33.9% in September, up from 4.7% in August, and its rank-one rate moved from 0.5% to 7.5%, representing 34 rank-one recommendations. Raw mention presence rose from 5.4% to 48.7%.

Accredited Debt Relief's gap to the category leader narrowed substantially, with the brand moving from a fifth-place reading in August to fourth place in September at 44.0%, 5.1 points behind National Debt Relief. Net sentiment held strong at 99.1% in May and 93.6% in September.

Highest-priority diagnostic: Which prompt clusters fueled the 38.9-point single-month climb, and are those prompts stable or tied to a specific answer format?

Curadebt

Curadebt is the sole significant decliner against baseline, with coverage at 0.0% in September 2026 versus 4.8% in May 2026, a drop of 4.8 points. The brand recorded no valid recommendations in September, continuing a pattern of zero coverage in July and August as well.

The brand held 25 valid recommendations in May 2026, all with positive sentiment. The decline happened in a single step between May and July, and the brand has not reappeared since.

The distinction to notice is that Curadebt's current reading of 0.0% reflects a complete disappearance from recommendation-shaped answers rather than a gradual erosion.

Highest-priority diagnostic: Which prompts previously recommended Curadebt, and which brand now occupies the recommendation slot in those same queries?

Clearpoint

Clearpoint remains effectively stable, with coverage of 0.2% in September 2026 versus 0.0% in May 2026, a change that falls below the significance threshold. The brand recorded 1 valid recommendation in September.

The single recommendation carried a rank-one placement in 1 of 452 qualified observations. Raw mention presence is 0.2% in September, down from 1.0% in May.

Clearpoint's coverage is a small-count signal: one recommendation out of 452 observations produces 0.2%, a figure that cannot support directional claims.

Highest-priority diagnostic: Which single prompt produced the September recommendation, and does it represent a repeatable pattern or an isolated answer?

Buyer-Intent Interpretation

Buyer-intent cluster

What it captures

Strategic question

Brand Recommendation

Queries where a specific debt management provider is recommended by name

Which provider does the AI surface first, and in what context?

Pricing & Value

Queries about cost, fees, and value of debt relief services

Does the AI compare pricing, and which providers are framed as affordable?

Multi-Brand Comparison

Queries asking for head-to-head comparisons between providers

Who wins the comparison, and what attributes drive the recommendation?

In September 2026, all 452 qualified observations fell into the Brand Recommendation cluster; the comparison and pricing clusters recorded zero observations. This matches the May 2026 and August 2026 patterns, where comparison and pricing queries produced little or no valid recommendation activity. The public benchmark therefore cannot yet answer price, value, or head-to-head comparison questions for debt management providers.

Brand Opportunity Summary

Brand

September 2026 coverage

Current signal

Highest-priority diagnostic

Accredited Debt Relief

44.0%

Up 22.5 points vs. baseline; 199 valid recommendations

Which prompts drove the 38.9-point recovery from August, and are they repeatable?

American Consumer Credit Counseling

18.1%

Up 14.8 points vs. baseline; 82 valid recommendations

Which recommendation-format prompts now surface the brand by name?

Clearpoint

0.2%

Stable vs. baseline; 1 valid recommendation

Which single prompt produced the September recommendation, and can it scale?

Curadebt

0.0%

Down 4.8 points vs. baseline; 0 valid recommendations

Which prompts previously recommended Curadebt, and which brand now appears in that slot?

Financial Counseling Association of America

6.0%

Up 3.5 points vs. baseline; 27 valid recommendations

Which evidence sources cite the association, and do they drive recommendation credit?

Freedom Debt Relief

46.0%

Up 20.3 points vs. baseline; 208 valid recommendations

Which comparison prompts place Freedom in the top positions, and at what rank?

GreenPath Financial Wellness

29.4%

Up 24.4 points vs. baseline; 133 valid recommendations

Which non-profit oriented prompts now recommend GreenPath by name?

Money Management International

44.5%

Up 32.1 points vs. baseline; 201 valid recommendations

Which surfaces restored the brand's coverage after the August pullback?

National Debt Relief

49.1%

Category leader; up 19.0 points vs. baseline; 222 valid recommendations

Which high-intent prompts still rank National Debt Relief first at a 29.2% rate?

National Foundation for Credit Counseling

25.2%

Up 17.7 points vs. baseline; 114 valid recommendations

Why does presence at 48.7% outpace coverage at 25.2%, and which prompts convert?

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Market Discovery research program.

Report-Specific Interpretation Notes

  • Small-count movement: two brands in September 2026 have valid recommendation counts below 30 (Clearpoint at 1, Curadebt at 0). Percentages for these brands should be read with caution.
  • Qualified denominator: brand-level coverage rates use the 452 qualified observations, not the 800 raw prompt-surfaces collected.
  • Directional analysis: month-over-month movement identifies changes worth investigating; it does not by itself establish the cause of those changes.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath the aggregate percentages sit the questions that matter: which high-intent prompts are won, which competitor appears when a brand does not, what attributes the AI associates with each option, and which external sources shape those answers. The September 2026 recovery across debt management providers makes these questions more urgent, not less.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy.

Request an AI visibility audit

/ Take the next step

Want to Understand Your AI Citation Footprint?

We start every engagement with a full audit of how AI systems reference your brand today.

Measurable, Repeatable Programme

Build a durable foundation of credible citations that compounds over time and continues to influence AI answers as new queries emerge

Citation Architecture Review

Identify which high-authority community sources are and aren't working in your favour across AI platforms.

AI Visibility Audit

Understand exactly how LLMs are referencing your brand today and which sources are shaping those answers.

/ Learn More

Understanding AI search visibility.

AI search experiences create answers by pulling information from many places online and summarizing it into a single response.

What Is AI Citation Intelligence?
AI citation intelligence is the process of measuring where AI platforms source their information and how frequently a brand is mentioned or referenced in AI-generated responses. Because LLMs synthesize across multiple sources, the sites and brands that appear repeatedly tend to influence how a topic or company is framed. This practice focuses on identifying which sources shape AI outputs and tracking brand visibility across different AI systems.
What Is Citation Architecture?
Citation architecture describes the set of sources that consistently inform how AI systems talk about a brand, product, or topic. LLMs draw from websites, articles, forums, and public discussion, and the sources they rely on most often become the backbone of their answers. Building strong citation architecture means ensuring that accurate, credible, high authority sources are the ones most likely to shape the way AI tools summarize and recommend a brand.
What Is Generative Engine Optimization?
Generative engine optimization (GEO) is the practice of improving the chances that AI systems use and cite your brand or content when generating answers. While traditional SEO is centered on ranking pages in search results, GEO focuses on how LLMs retrieve, interpret, and combine information when responding to a question. The objective is to strengthen the content and sources AI systems rely on, so your brand is treated as a trusted reference in AI responses.
What Is AI Share of Voice?
AI share of voice tracks how often a brand appears in AI-generated answers compared with competitors in the same category. It reflects visibility across AI platforms such as ChatGPT, Gemini, Claude, and Perplexity. Monitoring AI share of voice helps organizations see whether AI systems consistently include and recommend their brand for key queries or whether competitor brands are showing up more often.

About The Author

Mark Huntley

Mark Huntley

Founder and CEO

Mark Huntley, J.D. is founder of CiteWorks Studio, a strategic advisory focused on visibility, authority, and recommendation presence in AI-shaped search environments. His work centers on embedding-level GEO, vector optimization, and cosine gap engineering — helping brands align their digital presence with the retrieval systems that increasingly shape discovery, interpretation, and choice.

VIEW ALL CASE STUDIESREQUEST AN AI VISIBILITY AUDIT