Real ChatGPT answer · index seed3mPlDXso9w4completeLegal · bankruptcycommercial

Which credit counseling and debtor education agencies approved by the court charge the absolute lowest fees for their certificates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which credit counseling and debtor education agencies approved by the court charge the absolute lowest fees for their certificates?
2 real searches · 1 real-search pass
site justice.gov U.S. Trustee approved credit counseling agencies debtor education providers California Northern District fees 2026Google ↗
OBSERVEDOther / navigational
U.S. Trustee approved credit counseling debtor education agencies fees California Northern District lowest cost 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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
site justice.gov U.S. Trustee approved credit counseling agencies debtor education providers California Northern District fees 2026 Google ↗
U.S. Trustee approved credit counseling debtor education agencies fees California Northern District lowest cost 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site justice.gov U.S. Trustee approved credit counseling agencies debtor education providers California Northern District fees 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
U.S. Trustee approved credit counseling debtor education agencies fees California Northern District lowest cost 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1