Real ChatGPT answer · index seedeGsmTw7VrF8completeFinance and banking · credit scores and repaircomparison
Are authorized user spots on tradeline supply sites worth it compared to just asking a family member to add me?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are authorized user spots on tradeline supply sites worth it compared to just asking a family member to add me?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
authorized user tradeline credit score paid tradeline companies risks FICO authorized user scoring model CFPB Google ↗
CFPB credit repair tradeline authorized user account credit score family member Google ↗
- How Authorized Users Affect FICO Scores| myFICO · myfico.com
- Which Credit Cards Help Authorized Users Build Credit? · nerdwallet.com
- Why You Should Avoid Buying Tradelines · experian.com
- Risk Disclosure · tradelinescore.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
authorized user tradeline credit score paid tradeline companies risks FICO authorized user scoring model CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB credit repair tradeline authorized user account credit score family member OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |