Real ChatGPT answer · index seedYT30Z8GTv5kcompleteLegal · bankruptcycomparison

Is Nolo bankruptcy software reliable for a small business owner handling their own corporate debt discharge without a lawyer

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Nolo bankruptcy software reliable for a small business owner handling their own corporate debt discharge without a lawyer
3 real searches · 1 real-search pass
Nolo bankruptcy software business bankruptcy corporate Chapter 7 Chapter 11 limitations software 2026Google ↗
OBSERVEDOther / navigational
United States Bankruptcy Code corporation discharge Chapter 7 no discharge corporate debtor official sourceGoogle ↗
OBSERVEDReason
US Courts bankruptcy small business Subchapter V attorney representation corporation LLC officialGoogle ↗
OBSERVEDReason

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 / navigational33%ComparisonConsequenceReason67%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
Nolo bankruptcy software business bankruptcy corporate Chapter 7 Chapter 11 limitations software 2026 Google ↗
United States Bankruptcy Code corporation discharge Chapter 7 no discharge corporate debtor official source Google ↗
US Courts bankruptcy small business Subchapter V attorney representation corporation LLC official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nolo bankruptcy software business bankruptcy corporate Chapter 7 Chapter 11 limitations software 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
United States Bankruptcy Code corporation discharge Chapter 7 no discharge corporate debtor official source
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
US Courts bankruptcy small business Subchapter V attorney representation corporation LLC official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1