Real ChatGPT answer · index seedrNXrzoUFVjccompleteReal estate · commercial real estatecomparison

What are the most cost-effective office building energy efficiency improvements that actually help attract high-end tenants in today's competitive leasing market?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most cost-effective office building energy efficiency improvements that actually help attract high-end tenants in today's competitive leasing market?
3 real searches · 1 real-search pass
2025 2026 office building energy efficiency upgrades tenant demand leasing premium ENERGY STAR JLL CBRE reportGoogle ↗
OBSERVEDReason
2025 commercial office tenant sustainability wellness energy efficient buildings leasing demand report high performance buildingsGoogle ↗
OBSERVEDReason
DOE commercial buildings low cost energy efficiency operations controls HVAC LED lighting savingsGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

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
2025 2026 office building energy efficiency upgrades tenant demand leasing premium ENERGY STAR JLL CBRE report Google ↗
2025 commercial office tenant sustainability wellness energy efficient buildings leasing demand report high performance buildings Google ↗
DOE commercial buildings low cost energy efficiency operations controls HVAC LED lighting savings Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 office building energy efficiency upgrades tenant demand leasing premium ENERGY STAR JLL CBRE report
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2025 commercial office tenant sustainability wellness energy efficient buildings leasing demand report high performance buildings
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
DOE commercial buildings low cost energy efficiency operations controls HVAC LED lighting savings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1