What is the best strategy for utilizing credit utilization ratio optimization when applying for a new mortgage next month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best strategy for utilizing credit utilization ratio optimization when applying for a new mortgage next month?
3 real searches · 1 real-search pass
Fannie Mae mortgage credit score credit card utilization balances reported statement date mortgage underwriting 2026Google ↗
OBSERVEDReason
myFICO AZEO all zero except one mortgage scores utilization credit cardsGoogle ↗
OBSERVEDYes / no
CFPB mortgage credit score credit card balances utilization pay down before applyingGoogle ↗
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
Fannie Mae mortgage credit score credit card utilization balances reported statement date mortgage underwriting 2026 Google ↗
myFICO AZEO all zero except one mortgage scores utilization credit cards Google ↗
CFPB mortgage credit score credit card balances utilization pay down before applying Google ↗
- Understanding Accounts That May Affect Your Credit Utilization Ratio · myfico.com
- How do revolving accounts impact my FICO Score? · myfico.com
- Is 0 Greater Than 1 When it Comes to Utilization? · myfico.com
- Will paying off my credit card balance every month improve my credit score? · consumerfinance.gov
- Does my credit score affect my ability to get a mortgage loan or the mortgage rate I pay? · consumerfinance.gov
- Get your money situation in order · consumerfinance.gov
- Fannie Mae Selling Guide March 4, 2026 · singlefamily.fanniemae.com
- Determining the Credit Score for a Mortgage Loan · guide-selling.fanniemae.com
- General Requirements for Credit Scores · selling-guide.fanniemae.com
- AnnualCreditReport.com · annualcreditreport.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae mortgage credit score credit card utilization balances reported statement date mortgage underwriting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
myFICO AZEO all zero except one mortgage scores utilization credit cards OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
CFPB mortgage credit score credit card balances utilization pay down before applying OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |