How much does it cost to fix an undersized HVAC system in a new two story build
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it cost to fix an undersized HVAC system in a new two story build
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 California HVAC replacement cost air conditioner heat pump ductwork zoning new construction undersized system Google ↗
2026 HVAC system replacement cost California ductwork zoning second story home undersized system Google ↗
- HVAC Replacement Cost in California 2026: What to Budget and When to Replace · caenergysavings.com
- AC Replacement Cost (LA & OC) · powerproplumbing.com
- AC Installation in Pasadena, CA · marcosheatingandair.com
- 2025 Single-Family Heating, Ventilation, and Air Conditioning (HVAC) · energy.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 California HVAC replacement cost air conditioner heat pump ductwork zoning new construction undersized system OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 HVAC system replacement cost California ductwork zoning second story home undersized system OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |