Can you walk me through how to negotiate closing cost assistance from the seller in a competitive seller's market as a buyer with limited cash?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you walk me through how to negotiate closing cost assistance from the seller in a competitive seller's market as a buyer with limited cash?
3 real searches · 1 real-search pass
Fannie Mae interested party contributions maximum seller concessions LTV occupancy closing costs 2026Google ↗
OBSERVEDConsequence
FHA seller concessions 6 percent interested party contributions HUD officialGoogle ↗
OBSERVEDConsequence
CFPB negotiate closing costs seller concessions home purchase closing disclosure seller creditsGoogle ↗
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). 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 interested party contributions maximum seller concessions LTV occupancy closing costs 2026 Google ↗
FHA seller concessions 6 percent interested party contributions HUD official Google ↗
CFPB negotiate closing costs seller concessions home purchase closing disclosure seller credits Google ↗
- Interested Party Contributions (IPCs) · guide-selling.fanniemae.com
- FHA Single Family Housing Policy Handbook · hud.gov
- Closing disclosure explainer · consumerfinance.gov
- What do I do if the rate or fees are different on my Closing Disclosure than they were on my Loan Estimate? · proxy.goincop1.workers.dev
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 seller concessions LTV occupancy closing costs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FHA seller concessions 6 percent interested party contributions HUD official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB negotiate closing costs seller concessions home purchase closing disclosure seller credits OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |