Real ChatGPT answer · index seedPyOAHJRAo1UcompleteTelecom and utilities · energy efficiencycommercial

How much money do whole house surge protectors actually save by preventing appliance inefficiency, and does our utility company offer any incentives for installing them?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money do whole house surge protectors actually save by preventing appliance inefficiency, and does our utility company offer any incentives for installing them?
2 real searches · 1 real-search pass
DTE Energy whole home surge protector rebate incentive Michigan 2026Google ↗
OBSERVEDComparison
whole house surge protector appliance efficiency electricity savings does surge protection reduce energy consumptionGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
DTE Energy whole home surge protector rebate incentive Michigan 2026 Google ↗
whole house surge protector appliance efficiency electricity savings does surge protection reduce energy consumption Google ↗
  1. Surge Protection Plan Details · dteenergy.com
  2. Surge Protection Support Center · dteenergy.com
  3. Surge Protection Plans · dteenergy.com
  4. Do Surge Protection Products Save Energy? · nemasurge.org
  5. Business Energy Advisor · ouc.bizenergyadvisor.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DTE Energy whole home surge protector rebate incentive Michigan 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
whole house surge protector appliance efficiency electricity savings does surge protection reduce energy consumption
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1