Real ChatGPT answer · index seedSJE61u0ItU4completeTelecom and utilities · water and gas utilitiesinformational

What financial grants or rebates are currently available for upgrading old commercial gas heating systems?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What financial grants or rebates are currently available for upgrading old commercial gas heating systems?
3 real searches · 1 real-search pass
Massachusetts 2026 commercial heating incentives gas boiler furnace upgrade rebate Mass Save business incentivesGoogle ↗
OBSERVEDConsequence
Massachusetts commercial building decarbonization grants 2026 heat pump incentives gas heating businessGoogle ↗
OBSERVEDConsequence
federal commercial building heating upgrade tax incentives 2026 179D 48E heat pumps gas boilerGoogle ↗
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%Consequence67%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
Massachusetts 2026 commercial heating incentives gas boiler furnace upgrade rebate Mass Save business incentives Google ↗
Massachusetts commercial building decarbonization grants 2026 heat pump incentives gas heating business Google ↗
federal commercial building heating upgrade tax incentives 2026 179D 48E heat pumps gas boiler Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts 2026 commercial heating incentives gas boiler furnace upgrade rebate Mass Save business incentives
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Massachusetts commercial building decarbonization grants 2026 heat pump incentives gas heating business
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
federal commercial building heating upgrade tax incentives 2026 179D 48E heat pumps gas boiler
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1