Real ChatGPT answer · index seed0inpnrKnxOUcompleteFinance and banking · credit scores and repairbrand
How do I spot a credit repair scam when searching for companies to help me clean up my personal credit history?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot a credit repair scam when searching for companies to help me clean up my personal credit history?
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). 2 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
FTC credit repair scams Credit Repair Organizations Act upfront fees three business days official Google ↗
CFPB how to dispute errors credit report free official annualcreditreport.com Google ↗
- Better Business Bureau · bbb.org
- Federal Trade Commission · ftc.gov
- CFPB · consumerfinance.gov
- Virginia SCC · cis.scc.virginia.gov
- Get your free credit reports · annualcreditreport.com
- Credit report resources · consumerfinance.gov
- Credit repair guidance · consumer.ftc.gov
- How do I dispute an error on my credit report? · consumerfinance.gov
- How do I get a free copy of my credit reports? · consumerfinance.gov
- Spot the scams when fixing your credit · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC credit repair scams Credit Repair Organizations Act upfront fees three business days official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB how to dispute errors credit report free official annualcreditreport.com OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |