Real ChatGPT answer · index seedV5r1xUUQvPocompleteLegal · finding a lawyercommercial

What is the actual difference in quality between a public defender and a private attorney when dealing with serious white collar charges?

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 actual difference in quality between a public defender and a private attorney when dealing with serious white collar charges?
3 real searches · 1 real-search pass
Federal Criminal Justice Act panel attorney white collar defense resources public defender comparison CJA counsel federal defender caseload resourcesGoogle ↗
OBSERVEDComparison
ABA public defender excessive caseload defense resources constitutional standards criminal defenseGoogle ↗
OBSERVEDDefinition
Federal Defender Services office white collar criminal defense forensic accountant investigators resourcesGoogle ↗
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 / navigationalComparison33%ConsequenceReason33%Definition33%InstructionYes / 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
Federal Criminal Justice Act panel attorney white collar defense resources public defender comparison CJA counsel federal defender caseload resources Google ↗
ABA public defender excessive caseload defense resources constitutional standards criminal defense Google ↗
Federal Defender Services office white collar criminal defense forensic accountant investigators resources Google ↗
  1. Defender Services · uscourts.gov
  2. Criminal Justice Act · uscourts.gov
  3. The CJA Panel · paw.fd.org
  4. Principle 3: Control of Workloads · americanbar.org
  5. ABA Standards for Criminal Justice · americanbar.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Federal Criminal Justice Act panel attorney white collar defense resources public defender comparison CJA counsel federal defender caseload resources
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ABA public defender excessive caseload defense resources constitutional standards criminal defense
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Federal Defender Services office white collar criminal defense forensic accountant investigators resources
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1