Real ChatGPT answer · index seedgqsrw9veJdYcompleteHome services and improvement · solar panelslocal

Is it better to invest in premium monocrystalline modules or budget polycrystalline panels for a commercial metal roof in Raleigh

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 better to invest in premium monocrystalline modules or budget polycrystalline panels for a commercial metal roof in Raleigh
1 real search · 1 real-search pass
Raleigh North Carolina commercial solar rooftop climate solar irradiance temperature performance monocrystalline polycrystalline commercial metal roofGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Raleigh North Carolina commercial solar rooftop climate solar irradiance temperature performance monocrystalline polycrystalline commercial metal roof Google ↗
  1. CHAPTER 36. SOLAR ENERGY USE · handbook.ashrae.org
  2. CHAPTER 37 SOLAR ENERGY EQUIPMENT AND SYSTEMS · handbook.ashrae.org
  3. Solar and Other Renewable Energy · raleighnc.gov
  4. Commercial PV | Electricity | 2025 | ATB · atb.nlr.gov
  5. Commercial PV | Electricity | 2024 | ATB · atb.nrel.gov
  6. View product · greenvistaliving.com
  7. View product · thesolarstore.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Raleigh North Carolina commercial solar rooftop climate solar irradiance temperature performance monocrystalline polycrystalline commercial metal roof
OBSERVED
Google ↗
AI Mode ↗
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