Real ChatGPT answer · index seedG94JxIcymxMcompleteReal estate · new constructioncomparison

How does a whole house tankless gas water heater compare to a hybrid heat pump water heater for an older couple on a fixed income?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does a whole house tankless gas water heater compare to a hybrid heat pump water heater for an older couple on a fixed income?
2 real searches · 1 real-search pass
Illinois 2026 heat pump water heater rebates income qualified utility incentives residentialGoogle ↗
OBSERVEDConsequence
heat pump water heater vs gas tankless operating cost installation requirements older homeGoogle ↗
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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Illinois 2026 heat pump water heater rebates income qualified utility incentives residential Google ↗
heat pump water heater vs gas tankless operating cost installation requirements older home Google ↗
  1. Heat Pump Water Heater · amerenillinoissavings.com
  2. HVAC and Water Heating Discounts · amerenillinoissavings.com
  3. ILLINOIS 2026 RESIDENTIAL UTILITY REBATES · munchsupply.com
  4. Utility Energy Assistance · icc.illinois.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Illinois 2026 heat pump water heater rebates income qualified utility incentives residential
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
heat pump water heater vs gas tankless operating cost installation requirements older home
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1