What steps do I need to follow to set up a debt management plan through a reputable agency instead of going straight into Chapter 11 bankruptcy.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps do I need to follow to set up a debt management plan through a reputable agency instead of going straight into Chapter 11 bankruptcy.
3 real searches · 1 real-search pass
nonprofit credit counseling debt management plan how to choose reputable agency NFCC CFPB 2026Google ↗
OBSERVEDComparison
U.S. Department of Justice approved credit counseling agencies Florida list bankruptcy counselingGoogle ↗
OBSERVEDComparison
Florida Chapter 11 bankruptcy individual vs Chapter 13 debt management plan consumer guidanceGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
nonprofit credit counseling debt management plan how to choose reputable agency NFCC CFPB 2026 Google ↗
U.S. Department of Justice approved credit counseling agencies Florida list bankruptcy counseling Google ↗
Florida Chapter 11 bankruptcy individual vs Chapter 13 debt management plan consumer guidance Google ↗
- greenpath.com · greenpath.com
- moneymanagement.org · moneymanagement.org
- incharge.org · incharge.org
- consumercredit.com · consumercredit.com
- Credit counseling agencies - Florida · justice.gov
- U.S. Trustee Program | Credit Counseling and Debtor Education Providers · justice.gov
- Credit and Debt Relief · myfloridalegal.com
- What is credit counseling? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
nonprofit credit counseling debt management plan how to choose reputable agency NFCC CFPB 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
U.S. Department of Justice approved credit counseling agencies Florida list bankruptcy counseling OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida Chapter 11 bankruptcy individual vs Chapter 13 debt management plan consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |