Real ChatGPT answer · index seedPa2TX1T9H1gcompleteLegal · bankruptcycomparison

Are credit counseling agency fees capped by law or should I shop around for the cheapest certificate before my bankruptcy filing?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are credit counseling agency fees capped by law or should I shop around for the cheapest certificate before my bankruptcy filing?
2 real searches · 1 real-search pass
U.S. Trustee Program approved credit counseling agencies fees reasonable fee waiver bankruptcy pre-filing counseling officialGoogle ↗
OBSERVEDComparison
11 USC 111 credit counseling agency fees waiver unable to pay bankruptcy official statuteGoogle ↗
OBSERVEDDefinition

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%ConsequenceReasonDefinition50%InstructionYes / 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
U.S. Trustee Program approved credit counseling agencies fees reasonable fee waiver bankruptcy pre-filing counseling official Google ↗
11 USC 111 credit counseling agency fees waiver unable to pay bankruptcy official statute Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Trustee Program approved credit counseling agencies fees reasonable fee waiver bankruptcy pre-filing counseling official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
11 USC 111 credit counseling agency fees waiver unable to pay bankruptcy official statute
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1