Real ChatGPT answer · index seed09YH7SnazB8completeReal estate · commercial real estateinformational
I am writing a term paper on office building energy efficiency and want to know what retrofits offer the best return on investment for landlords.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am writing a term paper on office building energy efficiency and want to know what retrofits offer the best return on investment for landlords.
3 real searches · 1 real-search pass
office building energy efficiency retrofit measures payback LED lighting HVAC controls building automation DOE commercial buildingsGoogle ↗
OBSERVEDComparison
ENERGY STAR commercial buildings energy efficiency upgrades lighting HVAC controls savings payback office buildingsGoogle ↗
OBSERVEDComparison
office building retrofit economics landlord split incentives energy efficiency rent value studyGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
office building energy efficiency retrofit measures payback LED lighting HVAC controls building automation DOE commercial buildings Google ↗
ENERGY STAR commercial buildings energy efficiency upgrades lighting HVAC controls savings payback office buildings Google ↗
office building retrofit economics landlord split incentives energy efficiency rent value study Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
office building energy efficiency retrofit measures payback LED lighting HVAC controls building automation DOE commercial buildings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR commercial buildings energy efficiency upgrades lighting HVAC controls savings payback office buildings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
office building retrofit economics landlord split incentives energy efficiency rent value study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |