A collection agency is calling me constantly about an old student loan debt and I need a script to get them to validate the debt legally before I pay them a single cent today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
A collection agency is calling me constantly about an old student loan debt and I need a script to get them to validate the debt legally before I pay them a single cent today.
1 real search · 1 real-search pass
CFPB debt collection validation notice 30 days written dispute cease collection FDCPA student loan debt collector callsGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
CFPB debt collection validation notice 30 days written dispute cease collection FDCPA student loan debt collector calls Google ↗
- Debt Collection FAQs · consumer.ftc.gov
- Know your rights when a debt collector calls · consumerfinance.gov
- Consumer Financial Protection Bureau · consumerfinance.gov
- When a contract is broken (breach of contract) | California Courts · selfhelp.courts.ca.gov
- U.S.C. Title 20 · govinfo.gov
- UNDERSTANDING AND MANAGING YOUR STUDENT LOAN SITUATION · studentloanhelp.dfpi.ca.gov