Real ChatGPT answer · index seed7zJWyRkbYnAcompleteTelecom and utilities · energy efficiencycomparison

Is it really worth buying high end LED flood lights for my off campus house driveway to cut down on electricity usage

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it really worth buying high end LED flood lights for my off campus house driveway to cut down on electricity usage
1 real search · 1 real-search pass
LED floodlight energy savings wattage lumens efficacy Energy Star outdoor lighting guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
LED floodlight energy savings wattage lumens efficacy Energy Star outdoor lighting guidance Google ↗
  1. View product · homedepot.com
  2. View product · homedepot.com
  3. View product · homedepot.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LED floodlight energy savings wattage lumens efficacy Energy Star outdoor lighting guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1