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Compare hybrid heat pump water heaters versus tankless gas models for a family of five living in Seattle considering current energy rebates

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare hybrid heat pump water heaters versus tankless gas models for a family of five living in Seattle considering current energy rebates
4 real searches · 1 real-search pass
2026 Seattle Washington heat pump water heater rebates incentives utility rebates federal tax credit current November 2026Google ↗
OBSERVEDConsequence
2026 federal tax credit heat pump water heater 25C expiration 2026 lawGoogle ↗
OBSERVEDConsequence
Seattle City Light heat pump water heater rebate 2026 amount eligibilityGoogle ↗
OBSERVEDComparison
Puget Sound Energy heat pump water heater rebate 2026 tankless gas rebate SeattleGoogle ↗
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 (4)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 Seattle Washington heat pump water heater rebates incentives utility rebates federal tax credit current November 2026 Google ↗
2026 federal tax credit heat pump water heater 25C expiration 2026 law Google ↗
Seattle City Light heat pump water heater rebate 2026 amount eligibility Google ↗
Puget Sound Energy heat pump water heater rebate 2026 tankless gas rebate Seattle Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Seattle Washington heat pump water heater rebates incentives utility rebates federal tax credit current November 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 federal tax credit heat pump water heater 25C expiration 2026 law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Seattle City Light heat pump water heater rebate 2026 amount eligibility
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Puget Sound Energy heat pump water heater rebate 2026 tankless gas rebate Seattle
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1