Will putting on a new architectural shingle roof increase my home appraisal enough to cancel my private mortgage insurance early
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Will putting on a new architectural shingle roof increase my home appraisal enough to cancel my private mortgage insurance early
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
Fannie Mae borrower-requested PMI cancellation current value substantial improvements appraisal 80% LTV requirements Google ↗
CFPB cancel private mortgage insurance home value appraisal 80 percent original value current value Google ↗
- Termination of Conventional Mortgage Insurance · servicing-guide.fanniemae.com
- MI Termination FAQ · singlefamily.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae borrower-requested PMI cancellation current value substantial improvements appraisal 80% LTV requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB cancel private mortgage insurance home value appraisal 80 percent original value current value OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |