Which online credit counseling providers are the fastest and cheapest to satisfy the mandatory pre-filing requirement this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online credit counseling providers are the fastest and cheapest to satisfy the mandatory pre-filing requirement this month?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
2026 U.S. Trustee Program approved credit counseling agencies online fees immediate certificate bankruptcy pre filing course Google ↗
site:justice.gov/ust credit counseling approved agencies Georgia bankruptcy online fee Google ↗
- Start Summit's pre-filing course · cc.summitfe.org
- Credit counseling agencies - Georgia · justice.gov
- Bankruptcy Course · debtorcc.org
- Home · standsurecs.org
- Credit Counseling and Debtor Education Courses · uscourts.gov
- Start DebtorCC's pre-filing course · debtorcc.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 U.S. Trustee Program approved credit counseling agencies online fees immediate certificate bankruptcy pre filing course OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:justice.gov/ust credit counseling approved agencies Georgia bankruptcy online fee OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |