What should I say to a student loan collection agency that is refusing to validate a debt they claim I owe from decades ago?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I say to a student loan collection agency that is refusing to validate a debt they claim I owe from decades ago?
3 real searches · 1 real-search pass
CFPB debt collection validation notice dispute within 30 days cease collection verification officialGoogle ↗
OBSERVEDConsequence
Federal student loans statute of limitations collection no limitations official Department EducationGoogle ↗
OBSERVEDOther / navigational
Tennessee statute limitations written contract student loan debt collection official lawGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
CFPB debt collection validation notice dispute within 30 days cease collection verification official Google ↗
Federal student loans statute of limitations collection no limitations official Department Education Google ↗
Tennessee statute limitations written contract student loan debt collection official law Google ↗
- Can a debt collector still collect a debt after I’ve disputed it? · consumerfinance.gov
- U.S.C. Title 15 · govinfo.gov
- § 1006.38 Disputes and requests for original-creditor information. · consumerfinance.gov
- U.S.C. Title 20 · govinfo.gov
- Can debt collectors collect a debt that’s several years old? · consumerfinance.gov
- Consumer Financial Protection Bureau (CFPB) · consumerfinance.gov
- Federal Trade Commission (FTC) · reportfraud.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB debt collection validation notice dispute within 30 days cease collection verification official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Federal student loans statute of limitations collection no limitations official Department Education OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Tennessee statute limitations written contract student loan debt collection official law OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |