Real ChatGPT answer · index seedbMsk0hco4y8completeReal estate · commercial real estateinformational

What are the cheapest ways to improve the energy star rating of a mid-size commercial office building on a strict rehabilitation budget

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the cheapest ways to improve the energy star rating of a mid-size commercial office building on a strict rehabilitation budget
2 real searches · 1 real-search pass
EPA ENERGY STAR commercial buildings low cost energy efficiency improvements HVAC scheduling lighting controls benchmarking Portfolio Manager guideGoogle ↗
OBSERVED
DOE commercial building energy efficiency low cost operations maintenance HVAC controls lighting retrofit office buildingGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
EPA ENERGY STAR commercial buildings low cost energy efficiency improvements HVAC scheduling lighting controls benchmarking Portfolio Manager guide Google ↗
DOE commercial building energy efficiency low cost operations maintenance HVAC controls lighting retrofit office building Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EPA ENERGY STAR commercial buildings low cost energy efficiency improvements HVAC scheduling lighting controls benchmarking Portfolio Manager guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE commercial building energy efficiency low cost operations maintenance HVAC controls lighting retrofit office building
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1