Real ChatGPT answer · index seedyywnz8SEGowcompleteTelecom and utilities · energy efficiencycommercial

Are there any highly rated local contractors in the Duke Energy service area who specialize in whole home energy efficiency upgrades?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any highly rated local contractors in the Duke Energy service area who specialize in whole home energy efficiency upgrades?
2 real searches · 1 real-search pass
Duke Energy electric service territory states contractor whole-home energy efficiency upgradesGoogle ↗
OBSERVEDComparison
Duke Energy whole home energy efficiency contractor network service area approved contractors home energy auditGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Duke Energy electric service territory states contractor whole-home energy efficiency upgrades Google ↗
Duke Energy whole home energy efficiency contractor network service area approved contractors home energy audit Google ↗
  1. duk-20251231 · sec.gov
  2. Duke Energy Ecosystem · site-h4eyjtvc.wsecdn1.websitecdn.com
  3. Need a contractor? New free service can help | Duke Energy · illumination.duke-energy.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Duke Energy electric service territory states contractor whole-home energy efficiency upgrades
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Duke Energy whole home energy efficiency contractor network service area approved contractors home energy audit
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1