Real ChatGPT answer · index seedxB6LiznxATAcompleteReal estate · commercial real estateinformational
Is upgrading an older office building for better energy efficiency worth the upfront capital expense if I plan to sell in five years
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is upgrading an older office building for better energy efficiency worth the upfront capital expense if I plan to sell in five years
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
commercial office building energy efficiency retrofit value resale valuation operating expenses ENERGY STAR studies 2024 2025 Google ↗
commercial building energy retrofit investment payback HVAC lighting controls insulation incentives Texas 2025 Google ↗
- Unlocking Hidden Value in Class B and C Office Buildings · boma.org
- Asset values · iea.org
- The Business Case for Energy-Efficient Buildings · energystar.gov
- CSEM Working Paper Abstract 192 - Energy Institute · haas.berkeley.edu
- Energy efficient commercial buildings deduction · irs.gov
- 179D Energy Efficient Commercial Buildings Tax Deduction · energy.gov
- Energy Efficiency Programs and Incentives · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial office building energy efficiency retrofit value resale valuation operating expenses ENERGY STAR studies 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial building energy retrofit investment payback HVAC lighting controls insulation incentives Texas 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |