Real ChatGPT answer · index seedD5bQN3KIFv0completeFinance and banking · budgeting and savingcommercial
What is the average current cost of emergency home repairs like roof replacement, and how much cash should a retired couple keep in a liquid savings account rather than tied up in investments?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average current cost of emergency home repairs like roof replacement, and how much cash should a retired couple keep in a liquid savings account rather than tied up in investments?
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
2026 average roof replacement cost United States asphalt shingle home cost range Angi This Old House Google ↗
2026 average emergency home repair costs HVAC replacement water heater plumbing electrical water damage cost Google ↗
- How Much Does Roof Replacement Cost? [2026] · angi.com
- How Much Does Water Heater Replacement Cost? [2026 Data] · angi.com
- How Much Does Water Damage Restoration Cost? [2026 Data] · angi.com
- HVAC Emergency Service Cost for U.S. Homes 2026 · pickhvac.com
- Home Repair Cost Index 2026: What Common Home Repairs Cost · contractorsranked.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 average roof replacement cost United States asphalt shingle home cost range Angi This Old House OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 average emergency home repair costs HVAC replacement water heater plumbing electrical water damage cost OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |