Real ChatGPT answer · index seedQxy56EU4shAcompleteLegal · bankruptcycomparison

Compare the fees charged by non profit credit counseling agencies versus for profit debt management plans before considering bankruptcy.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the fees charged by non profit credit counseling agencies versus for profit debt management plans before considering bankruptcy.
3 real searches · 1 real-search pass
nonprofit credit counseling debt management plan fees setup monthly fee NFCC typical fees 2026Google ↗
OBSERVEDReason
FTC debt relief companies fees percentage enrolled debt advance fees debt settlement consumer adviceGoogle ↗
OBSERVEDComparison
CFPB credit counseling debt management plans fees nonprofit for profit debt settlement bankruptcy alternativesGoogle ↗
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)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

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 fees setup monthly fee NFCC typical fees 2026 Google ↗
FTC debt relief companies fees percentage enrolled debt advance fees debt settlement consumer advice Google ↗
CFPB credit counseling debt management plans fees nonprofit for profit debt settlement bankruptcy alternatives Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
nonprofit credit counseling debt management plan fees setup monthly fee NFCC typical fees 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC debt relief companies fees percentage enrolled debt advance fees debt settlement consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CFPB credit counseling debt management plans fees nonprofit for profit debt settlement bankruptcy alternatives
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1