I want to sign up for a debt management plan in Austin to help us pay off credit cards before we start saving for a family trip.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to sign up for a debt management plan in Austin to help us pay off credit cards before we start saving for a family trip.
1 real search · 1 real-search pass
Austin Texas nonprofit credit counseling debt management plan NFCC FCAA reputable agencies fees accreditationGoogle ↗
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 (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
Austin Texas nonprofit credit counseling debt management plan NFCC FCAA reputable agencies fees accreditation Google ↗
- Visit MMI · moneymanagement.org
- Credit Counseling & Debt Management in Austin, TX · consumercredit.com
- Credit & Debt Counseling FAQs · nfcc.org
- Credit counseling agencies - Texas · justice.gov
- Debt Management & Settlement Providers · occc.texas.gov