Real ChatGPT answer · index seed9AQg9hyVo1McompleteTelecom and utilities · water and gas utilitiescomparison

Comparing tankless versus hybrid heat pump water heater replacement options for a 3500 square foot home given current local natural gas and electricity rates.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing tankless versus hybrid heat pump water heater replacement options for a 3500 square foot home given current local natural gas and electricity rates.
3 real searches · 1 real-search pass
Gruetli-Laager Tennessee electric utility residential rate 2026 Sequachee Valley Electric Cooperative rate schedule natural gas residential rate 2026Google ↗
OBSERVEDReason
Tennessee residential natural gas rates 2026 Gruetli-Laager Tennessee natural gas utility service ratesGoogle ↗
OBSERVEDReason
heat pump water heater UEF energy factor tankless gas efficiency installation cost comparison 2026 DOE ENERGY STARGoogle ↗
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%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Gruetli-Laager Tennessee electric utility residential rate 2026 Sequachee Valley Electric Cooperative rate schedule natural gas residential rate 2026 Google ↗
Tennessee residential natural gas rates 2026 Gruetli-Laager Tennessee natural gas utility service rates Google ↗
heat pump water heater UEF energy factor tankless gas efficiency installation cost comparison 2026 DOE ENERGY STAR Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Gruetli-Laager Tennessee electric utility residential rate 2026 Sequachee Valley Electric Cooperative rate schedule natural gas residential rate 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Tennessee residential natural gas rates 2026 Gruetli-Laager Tennessee natural gas utility service rates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
heat pump water heater UEF energy factor tankless gas efficiency installation cost comparison 2026 DOE ENERGY STAR
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1