Real ChatGPT answer · index seedOUXz6JnEZfAcompleteFinance and banking · credit scores and repairhowto
How does credit utilization really calculate across multiple household credit cards and should I pay the balance down before the statement closing date or the due date?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does credit utilization really calculate across multiple household credit cards and should I pay the balance down before the statement closing date or the due date?
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
FICO credit utilization individual accounts overall utilization statement closing date balance reported issuer Google ↗
CFPB credit card statement closing date due date reported balance credit utilization Google ↗
- Myth Busting– You Don't Need to Carry Credit Card Balances to Improve Your FICO Scores · myfico.com
- How Do Credit Card Billing Cycles Work? · td.com
- Understanding Accounts That May Affect Your Credit Utilization Ratio · myfico.com
- How to Calculate Credit Card Utilization · experian.com
- How do revolving accounts impact my FICO Score? · myfico.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FICO credit utilization individual accounts overall utilization statement closing date balance reported issuer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB credit card statement closing date due date reported balance credit utilization OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |