Why do some two story houses built by Ryan Homes have such high energy bills in the winter
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do some two story houses built by Ryan Homes have such high energy bills in the winter
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). 1 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
Ryan Homes two story winter high energy bills HVAC insulation air sealing complaints construction Google ↗
ENERGY STAR home heating energy loss attic air sealing duct leakage two story HVAC balancing Google ↗
- Duct Sealing · energystar.gov
- Locating Air Leaks · energystar.gov
- Assess the Level of Opportunity · energystar.gov
- Attic Air Sealing Project · energystar.gov
- NVR, Inc | BBB Complaints · bbb.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ryan Homes two story winter high energy bills HVAC insulation air sealing complaints construction OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ENERGY STAR home heating energy loss attic air sealing duct leakage two story HVAC balancing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |