What steps do I need to take to fix my credit score before applying for my first mortgage next spring?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps do I need to take to fix my credit score before applying for my first mortgage next spring?
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
CFPB improve credit score before mortgage credit reports dispute errors mortgage credit scores FICO official Google ↗
Fannie Mae mortgage credit score utilization collections debt-to-income first time homebuyer official guidance Google ↗
- AnnualCreditReport.com · annualcreditreport.com
- Get your money situation in order · consumerfinance.gov
- General Requirements for Credit Scores · selling-guide.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB improve credit score before mortgage credit reports dispute errors mortgage credit scores FICO official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae mortgage credit score utilization collections debt-to-income first time homebuyer official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |