Real ChatGPT answer · index seedrOwaKlW02KQcompleteFinance and banking · credit scores and repairinformational
Are these credit repair companies on social media promising to erase bad marks in thirty days legit or is it just a massive scam?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are these credit repair companies on social media promising to erase bad marks in thirty days legit or is it just a massive scam?
3 real searches · 1 real-search pass
FTC credit repair companies warning promises remove accurate negative information 30 days Credit Repair Organizations Act advance feesGoogle ↗
OBSERVEDConsequence
CFPB credit repair companies dispute accurate information credit report how long negative information stays officialGoogle ↗
OBSERVEDReason
FTC credit repair scam social media tradeline CPN credit sweep warningGoogle ↗
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
FTC credit repair companies warning promises remove accurate negative information 30 days Credit Repair Organizations Act advance fees Google ↗
CFPB credit repair companies dispute accurate information credit report how long negative information stays official Google ↗
FTC credit repair scam social media tradeline CPN credit sweep warning Google ↗
- How long does it take to repair an error on a credit report? · consumerfinance.gov
- Only scammers say they’ll remove all negative information from your credit report · consumer.ftc.gov
- FTC says credit repair operation was a scam · consumer.ftc.gov
- Spot the scams when fixing your credit · consumer.ftc.gov
- How can I tell a credit repair scam from a reputable credit counselor? · consumerfinance.gov
- Looking to fix your credit? An illegal credit repair scam isn’t the answer · consumer.ftc.gov
- AnnualCreditReport.com · annualcreditreport.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC credit repair companies warning promises remove accurate negative information 30 days Credit Repair Organizations Act advance fees OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB credit repair companies dispute accurate information credit report how long negative information stays official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC credit repair scam social media tradeline CPN credit sweep warning OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |