Real ChatGPT answer · index seednJZCeAOdXRIcompleteTelecom and utilities · electricity providerscommercial

im interested in solar energy but where do I even start looking for certified installers who wont rip off a beginner

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

The searches the AI actually ran for this prompt.

SEED QUERY
im interested in solar energy but where do I even start looking for certified installers who wont rip off a beginner
1 real search · 1 real-search pass
Charlotte NC residential solar installer NABCEP certified licensing consumer checklist North CarolinaGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
Charlotte NC residential solar installer NABCEP certified licensing consumer checklist North Carolina Google ↗
  1. PV Consumer Guide · nabcep.org
  2. Company Accreditation · nabcep.org
  3. Consumer Education · nabcep.org
  4. <visual_element id="e1"> · nccleantech.ncsu.edu
  5. A Word to the Wise · nccleantech.ncsu.edu
  6. Solar Energy · apexnc.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Charlotte NC residential solar installer NABCEP certified licensing consumer checklist North Carolina
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1