Real ChatGPT answer · index seedenlW1JjC2AkcompleteFinance and banking · credit scores and repaircomparison
Experian Boost vs ultraFICO for a college student with zero traditional credit history and high utility bill payments
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Experian Boost vs ultraFICO for a college student with zero traditional credit history and high utility bill payments
3 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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Experian Boost eligible utility payments how it works official Experian 2026 Google ↗
UltraFICO score how it works bank account data official FICO 2026 Google ↗
Experian Boost vs UltraFICO thin credit file limitations lender acceptance Google ↗
- Experian Boost · experian.com
- Experian Boost vs. UltraFICO vs. eCredable: How They Work · nerdwallet.com
- Experian Boost vs. UltraFICO vs. eCredable: How They Work · nerdwallet.com
- Experian Boost® Disclosure · experian.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Experian Boost eligible utility payments how it works official Experian 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
UltraFICO score how it works bank account data official FICO 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Experian Boost vs UltraFICO thin credit file limitations lender acceptance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |