What are the exact steps to request a seller concession amendment to our purchase contract before the loan is submitted to underwriting this afternoon?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact steps to request a seller concession amendment to our purchase contract before the loan is submitted to underwriting this afternoon?
3 real searches · 1 real-search pass
Fannie Mae interested party contributions maximum limits seller concessions LTV occupancy official selling guideGoogle ↗
OBSERVEDReason
Freddie Mac seller contributions financing concessions official guideGoogle ↗
OBSERVEDConsequence
FHA seller concessions interested party contributions 6 percent official HUD handbookGoogle ↗
OBSERVEDConsequence
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). 1 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 interested party contributions maximum limits seller concessions LTV occupancy official selling guide Google ↗
Freddie Mac seller contributions financing concessions official guide Google ↗
FHA seller concessions interested party contributions 6 percent official HUD handbook Google ↗
- Interested Party Contributions (IPCs) · selling-guide.fanniemae.com
- Selling Guide · singlefamily.fanniemae.com
- FHA Single Family Housing Policy Handbook · hud.gov
- FHA Single Family Housing Policy Handbook · hud.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fannie Mae interested party contributions maximum limits seller concessions LTV occupancy official selling guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Freddie Mac seller contributions financing concessions official guide OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FHA seller concessions interested party contributions 6 percent official HUD handbook OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |