What is the typical lifespan and replacement cost of a commercial rooftop HVAC unit for a small retail strip center I am evaluating in Houston today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the typical lifespan and replacement cost of a commercial rooftop HVAC unit for a small retail strip center I am evaluating in Houston today?
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
Houston Texas commercial rooftop HVAC RTU replacement cost 2026 5 ton 10 ton installed cost crane curb electrical Google ↗
commercial rooftop unit expected lifespan 15 20 years HVAC manufacturer industry source Google ↗
- Rooftop Units Houston · houston-airconditioning.com
- Commercial Rooftop HVAC Unit Prices and Installation Costs 2026 · pickhvac.com
- 5 Ton Commercial Rooftop HVAC Unit Prices 2026 · pickhvac.com
- Packaged Systems · hvacresourcemap.nlr.gov
- Long and Winding Road to Higher · docs.nrel.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Houston Texas commercial rooftop HVAC RTU replacement cost 2026 5 ton 10 ton installed cost crane curb electrical OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
commercial rooftop unit expected lifespan 15 20 years HVAC manufacturer industry source OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |