Real ChatGPT answer · index seed9h0GsAQyvKIcompleteTelecom and utilities · energy efficiencybrand

How does the Consolidated Edison steam heating retrofit program compare to installing high efficiency heat pumps in older metropolitan brownstones?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Consolidated Edison steam heating retrofit program compare to installing high efficiency heat pumps in older metropolitan brownstones?
3 real searches · 1 real-search pass
Con Edison steam heating retrofit program multifamily steam system incentives 2026 NYCGoogle ↗
OBSERVEDConsequence
NYC brownstone heat pump retrofit older buildings feasibility costs ductless cold climate heat pumps incentives 2026Google ↗
OBSERVEDComparison
NYC Local Law 97 heat pumps steam heating retrofit brownstones Con Edison programGoogle ↗
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 / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / 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
Con Edison steam heating retrofit program multifamily steam system incentives 2026 NYC Google ↗
NYC brownstone heat pump retrofit older buildings feasibility costs ductless cold climate heat pumps incentives 2026 Google ↗
NYC Local Law 97 heat pumps steam heating retrofit brownstones Con Edison program Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Con Edison steam heating retrofit program multifamily steam system incentives 2026 NYC
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NYC brownstone heat pump retrofit older buildings feasibility costs ductless cold climate heat pumps incentives 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NYC Local Law 97 heat pumps steam heating retrofit brownstones Con Edison program
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1