Real ChatGPT answer · index seed3H9SwXb99N0completeFinance and banking · credit scores and repairinformational
Are there any legal hard inquiry removal strategies that actually work for a business loan application?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any legal hard inquiry removal strategies that actually work for a business loan application?
3 real searches · 1 real-search pass
CFPB FCRA permissible purpose hard inquiry dispute unauthorized credit inquiry officialGoogle ↗
OBSERVEDReason
FTC dispute errors credit report hard inquiry unauthorized permissible purpose FCRAGoogle ↗
OBSERVEDReason
Experian hard inquiries remain on credit report two years impact credit score 12 monthsGoogle ↗
OBSERVEDConsequence
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). 2 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
CFPB FCRA permissible purpose hard inquiry dispute unauthorized credit inquiry official Google ↗
FTC dispute errors credit report hard inquiry unauthorized permissible purpose FCRA Google ↗
Experian hard inquiries remain on credit report two years impact credit score 12 months Google ↗
- How do I dispute an error on my credit report? · consumerfinance.gov
- Who can request to see my credit report? · consumerfinance.gov
- What can I do if my credit application was denied because of my credit report? · consumerfinance.gov
- How Long Do Hard Inquiries Stay on Your Credit Report? · experian.com
- What Is a Hard Inquiry and How Does It Affect Credit? · experian.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB FCRA permissible purpose hard inquiry dispute unauthorized credit inquiry official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC dispute errors credit report hard inquiry unauthorized permissible purpose FCRA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Experian hard inquiries remain on credit report two years impact credit score 12 months OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |