Real ChatGPT answer · index seedcy63Ri4exGgcompleteLegal · bankruptcybrand

What criteria should I use to vet certified bankruptcy specialists versus general practice attorneys when filing a business liquidation under Chapter 7?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What criteria should I use to vet certified bankruptcy specialists versus general practice attorneys when filing a business liquidation under Chapter 7?
3 real searches · 1 real-search pass
American Board of Certification business bankruptcy certification requirements attorney officialGoogle ↗
OBSERVEDInstruction
United States Courts Chapter 7 business bankruptcy trustee liquidation corporate debtor discharge officialGoogle ↗
OBSERVEDReason
Virginia State Bar lawyer directory disciplinary history 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 / navigationalComparisonConsequenceReason67%DefinitionInstruction33%Yes / 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
American Board of Certification business bankruptcy certification requirements attorney official Google ↗
United States Courts Chapter 7 business bankruptcy trustee liquidation corporate debtor discharge official Google ↗
Virginia State Bar lawyer directory disciplinary history official Google ↗
  1. Chapter 7 · uscourts.gov
  2. Chapter 7 · uscourts.gov
  3. U.S. Trustee Program · justice.gov
  4. U.S.C. Title 11 · govinfo.gov
  5. American Board of Certification · abcworld.org
  6. ABA Accredited Programs · americanbar.org
  7. Legal Specialty Areas · calbar.ca.gov
  8. American Bar Association – Specialization · americanbar.org
  9. Virginia State Bar Lawyer Directory · vsb.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Board of Certification business bankruptcy certification requirements attorney official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
United States Courts Chapter 7 business bankruptcy trustee liquidation corporate debtor discharge official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Virginia State Bar lawyer directory disciplinary history official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1