Real ChatGPT answer · index seedH44GqaREbbQcompleteFinance and banking · budgeting and savinginformational
How can I calculate the exact payback period of switching all my home lightbulbs to LEDs to lower my electric bill?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I calculate the exact payback period of switching all my home lightbulbs to LEDs to lower my electric bill?
1 real search · 1 real-search pass
California residential electricity average price per kWh Oakland PG&E 2026 residential ratesGoogle ↗
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
California residential electricity average price per kWh Oakland PG&E 2026 residential rates Google ↗
- Electric Rate Advisory · pge.com
- California Electric Rate Comparison · cpuc.ca.gov