Real ChatGPT answer · index seedecVAmEq6e14completeFinance and banking · credit scores and repaircommercial
Looking for honest reviews of the best credit repair books and online courses for parents who want to fix their credit together for free.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for honest reviews of the best credit repair books and online courses for parents who want to fix their credit together for free.
3 real searches · 1 real-search pass
honest reviews best credit repair books Credit Repair Kit Nolo Credit Repair by Robin Leonard reviewsGoogle ↗
OBSERVEDReason
free credit education courses nonprofit credit counseling FDIC Money Smart credit reports disputes FTC CFPBGoogle ↗
OBSERVEDOther / navigational
free online personal finance courses credit scores credit reports parents couples nonprofitGoogle ↗
OBSERVEDOther / navigational
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). 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
honest reviews best credit repair books Credit Repair Kit Nolo Credit Repair by Robin Leonard reviews Google ↗
free credit education courses nonprofit credit counseling FDIC Money Smart credit reports disputes FTC CFPB Google ↗
free online personal finance courses credit scores credit reports parents couples nonprofit Google ↗
- Request your official credit reports · annualcreditreport.com
- Free Credit Reports · consumer.ftc.gov
- Money topics resource list · consumerfinance.gov
- CFPB credit report and dispute guidance · consumerfinance.gov
- Fixing Your Credit FAQs · consumer.ftc.gov
- What is credit counseling? · consumerfinance.gov
- Online Money Management Courses · nfcc.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
honest reviews best credit repair books Credit Repair Kit Nolo Credit Repair by Robin Leonard reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
free credit education courses nonprofit credit counseling FDIC Money Smart credit reports disputes FTC CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
free online personal finance courses credit scores credit reports parents couples nonprofit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |