Real ChatGPT answer · index seedjIUHcuJhoxccompleteHome services and improvement · solar panelsinformational

How can I tell if a contractor quote I received for solar panels includes hidden fees or overpriced equipment?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can I tell if a contractor quote I received for solar panels includes hidden fees or overpriced equipment?
2 real searches · 1 real-search pass
U.S. Department of Energy homeowner guide rooftop solar quotes compare costs equipment warranties financing dealer feesGoogle ↗
OBSERVEDComparison
NREL residential solar cost benchmark installed price per watt 2025 residential PVGoogle ↗
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
U.S. Department of Energy homeowner guide rooftop solar quotes compare costs equipment warranties financing dealer fees Google ↗
NREL residential solar cost benchmark installed price per watt 2025 residential PV Google ↗
  1. Quarterly Solar Industry Update · energy.gov
  2. Issue Spotlight: Solar Financing · consumerfinance.gov
  3. Solar Power for Your Home · consumer.ftc.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy homeowner guide rooftop solar quotes compare costs equipment warranties financing dealer fees
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NREL residential solar cost benchmark installed price per watt 2025 residential PV
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1