Real ChatGPT answer · index seedAclx02iCraMcompleteLegal · bankruptcycommercial

What is the best way to vet a bankruptcy petition preparer versus a licensed attorney when you are a parent on a tight household budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to vet a bankruptcy petition preparer versus a licensed attorney when you are a parent on a tight household budget?
3 real searches · 1 real-search pass
U.S. Courts bankruptcy petition preparer limits fees disclosure attorney legal advice officialGoogle ↗
OBSERVEDReason
DOJ U.S. Trustee bankruptcy petition preparer registration disclosure requirements officialGoogle ↗
OBSERVEDReason
Western District of New York bankruptcy legal aid low cost attorney consultation Rochester NY bankruptcyGoogle ↗
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 / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

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
U.S. Courts bankruptcy petition preparer limits fees disclosure attorney legal advice official Google ↗
DOJ U.S. Trustee bankruptcy petition preparer registration disclosure requirements official Google ↗
Western District of New York bankruptcy legal aid low cost attorney consultation Rochester NY bankruptcy Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Courts bankruptcy petition preparer limits fees disclosure attorney legal advice official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DOJ U.S. Trustee bankruptcy petition preparer registration disclosure requirements official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Western District of New York bankruptcy legal aid low cost attorney consultation Rochester NY bankruptcy
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1