Real ChatGPT answer · index seedY56YRawldpEcompleteFinance and banking · credit scores and repaircomparison
Are authorized user tradelines from a parent's old credit card actually helping my thin file right now or is self lender better for a recent grad?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are authorized user tradelines from a parent's old credit card actually helping my thin file right now or is self lender better for a recent grad?
3 real searches · 1 real-search pass
authorized user credit card account impact thin credit file FICO scoring payment history utilization account age officialGoogle ↗
OBSERVED
Self credit builder account how it works fees reporting all three credit bureaus 2026Google ↗
OBSERVED
CFPB authorized user credit card credit score risksGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
authorized user credit card account impact thin credit file FICO scoring payment history utilization account age official Google ↗
Self credit builder account how it works fees reporting all three credit bureaus 2026 Google ↗
CFPB authorized user credit card credit score risks Google ↗
- How Authorized Users Affect FICO Scores| myFICO · myfico.com
- Will Being an Authorized User Help My Credit? · experian.com
- Will My Credit Be Affected as an Authorized User? · chase.com
- Credit Builder Account · self.inc
- AnnualCreditReport.com · annualcreditreport.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
authorized user credit card account impact thin credit file FICO scoring payment history utilization account age official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Self credit builder account how it works fees reporting all three credit bureaus 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB authorized user credit card credit score risks OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |