Real ChatGPT answer · index seedD3oTd5rfQvscompleteFinance and banking · credit scores and repaircommercial

How do debt settlement programs compare to credit counseling agencies when you are a parent drowning in unsecured credit card debt?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do debt settlement programs compare to credit counseling agencies when you are a parent drowning in unsecured credit card debt?
2 real searches · 1 real-search pass
CFPB debt settlement risks credit counseling debt management plans nonprofit official guidanceGoogle ↗
OBSERVEDComparison
FTC debt relief services fees debt settlement tax consequences IRS canceled debt officialGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
CFPB debt settlement risks credit counseling debt management plans nonprofit official guidance Google ↗
FTC debt relief services fees debt settlement tax consequences IRS canceled debt official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB debt settlement risks credit counseling debt management plans nonprofit official guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FTC debt relief services fees debt settlement tax consequences IRS canceled debt official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1