Real ChatGPT answer · index seedwd0qCmdZbJ4completeHome services and improvement · roofinginformational
What is the cheapest way to handle a leaking roof emergency when you have zero savings and need financing options immediately
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to handle a leaking roof emergency when you have zero savings and need financing options immediately
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
New York City emergency roof repair assistance homeowners grants loans nonprofit 2026 Google ↗
NYC homeowner home repair programs emergency roof repair loans grants official Google ↗
- Homeowner Resources · nyc.gov
- Project HELP · nyc.gov
- HomeFix · nyc.gov
- Homeowner Repair Grants and Loans · NYC311 · portal.311.nyc.gov
- Lending Services · nhsnyc.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New York City emergency roof repair assistance homeowners grants loans nonprofit 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NYC homeowner home repair programs emergency roof repair loans grants official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |