Real ChatGPT answer · index seedmrraR7ruE2wcompleteReal estate · commercial real estateinformational
What are the current average energy efficiency upgrade costs per square foot for Class B commercial office buildings
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current average energy efficiency upgrade costs per square foot for Class B commercial office buildings
2 real searches · 1 real-search pass
2025 2026 commercial office building energy efficiency retrofit costs per square foot LED HVAC controls envelope benchmarking studyGoogle ↗
OBSERVEDReason
commercial building energy retrofit cost per square foot office HVAC lighting controls energy efficiency upgrade cost benchmarkGoogle ↗
OBSERVEDReason
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 commercial office building energy efficiency retrofit costs per square foot LED HVAC controls envelope benchmarking study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial building energy retrofit cost per square foot office HVAC lighting controls energy efficiency upgrade cost benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |