Real ChatGPT answer · index seedFv0Aymaa3vocompleteTelecom and utilities · energy efficiencycomparison
Do Lutron dimmer switches really save enough energy to justify buying them over standard switches right now during this heatwave?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do Lutron dimmer switches really save enough energy to justify buying them over standard switches right now during this heatwave?
3 real searches · 1 real-search pass
Lutron Diva LED dimmer current price 2026 standard light switch price energy savings comparisonGoogle ↗
OBSERVEDComparison
Lutron LED dimmer energy savings dimming electricity consumption officialGoogle ↗
OBSERVEDConsequence
LED lighting heat gain air conditioning energy savings dimming lights residentialGoogle ↗
OBSERVEDReason
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)
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
Lutron Diva LED dimmer current price 2026 standard light switch price energy savings comparison Google ↗
Lutron LED dimmer energy savings dimming electricity consumption official Google ↗
LED lighting heat gain air conditioning energy savings dimming lights residential Google ↗
- Light Control · assets.lutron.com
- Maestro | MSCL-OP153MH · support.lutron.com
- Learn About LED Lighting · energystar.gov
- High-Efficiency Lighting · basc.pnnl.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lutron Diva LED dimmer current price 2026 standard light switch price energy savings comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Lutron LED dimmer energy savings dimming electricity consumption official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
LED lighting heat gain air conditioning energy savings dimming lights residential OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |