Real ChatGPT answer · index seeddVazsSMdzywcompleteFinance and banking · credit scores and repairhowto
How do I properly vet an authorized user tradeline company to ensure I am not violating any rules while trying to boost my credit score for my LLC startup?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I properly vet an authorized user tradeline company to ensure I am not violating any rules while trying to boost my credit score for my LLC startup?
4 real searches · 1 real-search pass
CFPB authorized user credit card account credit report credit score guidanceGoogle ↗
OBSERVEDReason
FTC credit repair organizations act advance fees deceptive credit repair companies tradelinesGoogle ↗
OBSERVEDConsequence
FCRA accuracy credit report authorized user tradeline misrepresentation lender applicationGoogle ↗
OBSERVEDReason
SBA establish business credit LLC business credit personal credit separationGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
CFPB authorized user credit card account credit report credit score guidance Google ↗
FTC credit repair organizations act advance fees deceptive credit repair companies tradelines Google ↗
FCRA accuracy credit report authorized user tradeline misrepresentation lender application Google ↗
SBA establish business credit LLC business credit personal credit separation Google ↗
- Authorized Users of Credit · selling-guide.fanniemae.com
- DU Credit Report Analysis · selling-guide.fanniemae.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB authorized user credit card account credit report credit score guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC credit repair organizations act advance fees deceptive credit repair companies tradelines OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FCRA accuracy credit report authorized user tradeline misrepresentation lender application OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SBA establish business credit LLC business credit personal credit separation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |