Which online debt relief programs have the highest ratings from laid-off tech workers who are trying to avoid foreclosure while supporting a family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online debt relief programs have the highest ratings from laid-off tech workers who are trying to avoid foreclosure while supporting a family of four?
3 real searches · 1 real-search pass
best nonprofit credit counseling agencies ratings NFCC FCAA 2026 debt management plans consumer reviewsGoogle ↗
OBSERVEDComparison
HUD approved housing counseling foreclosure prevention free mortgage help CFPB mortgage hardship options 2026Google ↗
OBSERVEDComparison
Georgia foreclosure prevention legal aid Atlanta HUD housing counselor unemployment mortgage assistance 2026Google ↗
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). 3 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
best nonprofit credit counseling agencies ratings NFCC FCAA 2026 debt management plans consumer reviews Google ↗
HUD approved housing counseling foreclosure prevention free mortgage help CFPB mortgage hardship options 2026 Google ↗
Georgia foreclosure prevention legal aid Atlanta HUD housing counselor unemployment mortgage assistance 2026 Google ↗
- The Best Credit Counseling Services (2026 Guide) · consumeraffairs.com
- The Best Debt Management Plans (2026 Guide) · consumeraffairs.com
- The Best Credit Counseling Services of November 2026 · cnbc.com
- GreenPath · greenpath.com
- Cambridge Credit Counseling · cambridge-credit.org
- MMI · moneymanagement.org
- Find HUD-approved counselors · hud.gov
- About Housing Counseling | HUD.gov / U.S. Department of Housing and Urban Development (HUD) · hud.gov
- What is a HUD-approved housing counseling agency, and how can they help me? · consumerfinance.gov
- HOPE foreclosure assistance · 995hope.org
- If I can’t pay my mortgage loan, what are my options? · consumerfinance.gov
- Mortgage and Foreclosure Information · law.georgia.gov
- Housing Counseling | Consumer Ed, brought to you by the Georgia Attorney General’s Consumer Protection Division · consumered.georgia.gov
- 2026's Buyer’s Choice Awards: Debt Settlement · consumeraffairs.com
- Help for Homeowners · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best nonprofit credit counseling agencies ratings NFCC FCAA 2026 debt management plans consumer reviews OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
HUD approved housing counseling foreclosure prevention free mortgage help CFPB mortgage hardship options 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Georgia foreclosure prevention legal aid Atlanta HUD housing counselor unemployment mortgage assistance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |