Real ChatGPT answer · index seedbylGgXL5ynYcompleteLegal · bankruptcycommercial

Which national bankruptcy practices have the highest success rates for keeping personal retirement accounts safe from liquidation?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which national bankruptcy practices have the highest success rates for keeping personal retirement accounts safe from liquidation?
2 real searches · 1 real-search pass
11 U.S.C. 522 retirement funds exemption ERISA IRA bankruptcy Supreme Court inherited IRA federal exemption currentGoogle ↗
OBSERVEDReason
bankruptcy retirement account exemptions state vs federal exemptions pre bankruptcy planning attorney specialization success ratesGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / 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
11 U.S.C. 522 retirement funds exemption ERISA IRA bankruptcy Supreme Court inherited IRA federal exemption current Google ↗
bankruptcy retirement account exemptions state vs federal exemptions pre bankruptcy planning attorney specialization success rates Google ↗
  1. 11 U.S.C. § 522: Exemptions · uscode.house.gov
  2. 573BV · supremecourt.gov
  3. Clark v. Rameker | 573 U.S. 122 (2014) · supreme.justia.com
  4. J-A20022-21 · pacourts.us
  5. Section 8124.0 - Title 42 · palegis.us
  6. Section 8124.0 - Title 42 · legis.state.pa.us
  7. Bankruptcy in Pennsylvania: Filing Guide, Exemptions, and Statistics [2026] · openbankruptcyproject.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
11 U.S.C. 522 retirement funds exemption ERISA IRA bankruptcy Supreme Court inherited IRA federal exemption current
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
bankruptcy retirement account exemptions state vs federal exemptions pre bankruptcy planning attorney specialization success rates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1