How early before house hunting should I get a mortgage pre approval letter and which lenders are the best for beginners with average credit scores?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How early before house hunting should I get a mortgage pre approval letter and which lenders are the best for beginners with average credit scores?
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
best mortgage lenders first time home buyers average credit FHA 2026 South Carolina Google ↗
CFPB mortgage preapproval compare lenders credit inquiries 45 days preapproval expiration Google ↗
- Programs for Homebuyers · schousing.sc.gov
- SC Housing Mortgage Programs 2025 · schousing.sc.gov
- AnnualCreditReport.com · annualcreditreport.com
- What happens when a mortgage lender checks my credit? · consumerfinance.gov
- Request and review multiple Loan Estimates · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best mortgage lenders first time home buyers average credit FHA 2026 South Carolina OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB mortgage preapproval compare lenders credit inquiries 45 days preapproval expiration OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |