Real ChatGPT answer · index seedcl8oMTprGg8completeFinance and banking · credit scores and repairinformational
What specific red flags should I look out for when reading reviews of local credit repair services near my campus?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific red flags should I look out for when reading reviews of local credit repair services near my campus?
1 real search · 1 real-search pass
FTC CFPB credit repair companies warning signs upfront fees guaranteed results CPN legal rightsGoogle ↗
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
FTC CFPB credit repair companies warning signs upfront fees guaranteed results CPN legal rights Google ↗
- CFPB complaint database · consumerfinance.gov
- Federal Trade Commission · reportfraud.ftc.gov
- Better Business Bureau · bbb.org
- AnnualCreditReport.com · annualcreditreport.com
- How can I tell a credit repair scam from a reputable credit counselor? · consumerfinance.gov
- Spot the scams when fixing your credit · consumer.ftc.gov
- Credit Repair Scams - Florida Department of Agriculture & Consumer Services · fdacs.gov