Real ChatGPT answer · index seed1xty2yNGNa8completeFinance and banking · credit scores and repaircomparison
Is it cheaper to hire a lawyer for hard inquiry removal or use goodwill letters and CFPB complaints myself
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to hire a lawyer for hard inquiry removal or use goodwill letters and CFPB complaints myself
3 real searches · 1 real-search pass
CFPB hard inquiry credit report dispute unauthorized inquiry FCRA permissible purpose officialGoogle ↗
OBSERVEDReason
FTC dispute credit report hard inquiry unauthorized inquiry FCRA officialGoogle ↗
OBSERVEDReason
CFPB submit complaint credit reporting company dispute process officialGoogle ↗
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). 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
CFPB hard inquiry credit report dispute unauthorized inquiry FCRA permissible purpose official Google ↗
FTC dispute credit report hard inquiry unauthorized inquiry FCRA official Google ↗
CFPB submit complaint credit reporting company dispute process official Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- How do I dispute an error on my credit report? · consumerfinance.gov
- Credit and consumer reporting complaint notice · consumerfinance.gov
- CFPB dispute instructions · consumerfinance.gov
- What if I disagree with the results of my credit report dispute? · consumerfinance.gov
- Fair Credit Reporting Act · ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB hard inquiry credit report dispute unauthorized inquiry FCRA permissible purpose official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC dispute credit report hard inquiry unauthorized inquiry FCRA official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB submit complaint credit reporting company dispute process official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |