Real ChatGPT answer · index seedSy5PvErZohccompleteFinance and banking · budgeting and savinginformational

How much money do people typically save by switching their home lighting to LEDs and adjusting their thermostat during the day?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money do people typically save by switching their home lighting to LEDs and adjusting their thermostat during the day?
1 real search · 1 real-search pass
U.S. Department of Energy LED lighting save 75% energy thermostat setback 7-10% annual heating cooling costs 8 hoursGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
U.S. Department of Energy LED lighting save 75% energy thermostat setback 7-10% annual heating cooling costs 8 hours Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy LED lighting save 75% energy thermostat setback 7-10% annual heating cooling costs 8 hours
OBSERVED
Google ↗
AI Mode ↗
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