Real ChatGPT answer · index seed19nq71rBE4kcompleteHome services and improvement · solar panelslocal

We run a manufacturing shop in Garner and need to know if monocrystalline solar panels hold up better against shade than polycrystalline options

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

The searches the AI actually ran for this prompt.

SEED QUERY
We run a manufacturing shop in Garner and need to know if monocrystalline solar panels hold up better against shade than polycrystalline options
2 real searches · 1 real-search pass
monocrystalline vs polycrystalline partial shading bypass diodes module shade tolerance NRELGoogle ↗
OBSERVEDReason
commercial solar partial shading microinverters optimizers bypass diodes shading guidance manufacturerGoogle ↗
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 / 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
monocrystalline vs polycrystalline partial shading bypass diodes module shade tolerance NREL Google ↗
commercial solar partial shading microinverters optimizers bypass diodes shading guidance manufacturer Google ↗
  1. Partial Shade Evaluation of · nrel.gov
  2. Shading and Layout · samrepo.nlr.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
monocrystalline vs polycrystalline partial shading bypass diodes module shade tolerance NREL
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial solar partial shading microinverters optimizers bypass diodes shading guidance manufacturer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1