Real ChatGPT answer · index seed3C1UeAMKIZgcompleteFinance and banking · credit scores and repaircomparison
Is Self credit builder loan better than a secured card for fixing my utilization ratio before buying company vehicles?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Self credit builder loan better than a secured card for fixing my utilization ratio before buying company vehicles?
3 real searches · 1 real-search pass
Self Credit Builder Account current terms credit bureau reporting 2026Google ↗
OBSERVEDConsequence
Self Credit Builder Account reports to credit bureaus installment loan secured card revolving utilization ratio official FICO utilizationGoogle ↗
OBSERVEDReason
FICO revolving utilization ratio installment loans credit score official guidanceGoogle ↗
OBSERVEDReason
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
Self Credit Builder Account current terms credit bureau reporting 2026 Google ↗
Self Credit Builder Account reports to credit bureaus installment loan secured card revolving utilization ratio official FICO utilization Google ↗
FICO revolving utilization ratio installment loans credit score official guidance Google ↗
- Credit Builder Account · self.inc
- Credit-Builder Loans vs. Secured Credit Cards: Which Is Best? · experian.com
- How Important Is Credit Card Utilization? · experian.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Self Credit Builder Account current terms credit bureau reporting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Self Credit Builder Account reports to credit bureaus installment loan secured card revolving utilization ratio official FICO utilization OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FICO revolving utilization ratio installment loans credit score official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |