Real ChatGPT answer · index seedyB1QsIafmdccompleteHome services and improvement · contractors and remodelingcomparison

Hybrid heat pump water heater tax credits and rebates make it cheaper than a standard electric tank right now

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

The searches the AI actually ran for this prompt.

SEED QUERY
Hybrid heat pump water heater tax credits and rebates make it cheaper than a standard electric tank right now
2 real searches · 1 real-search pass
Massachusetts heat pump water heater rebates 2026 Mass Save incentive standard electric water heater tax credit 2026 federalGoogle ↗
OBSERVEDComparison
Mass Save heat pump water heater rebate 2026 Lowell Massachusetts eligibility rebate amountGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Massachusetts heat pump water heater rebates 2026 Mass Save incentive standard electric water heater tax credit 2026 federal Google ↗
Mass Save heat pump water heater rebate 2026 Lowell Massachusetts eligibility rebate amount Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts heat pump water heater rebates 2026 Mass Save incentive standard electric water heater tax credit 2026 federal
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Mass Save heat pump water heater rebate 2026 Lowell Massachusetts eligibility rebate amount
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1