Real ChatGPT answer · index seedLXom4iVxkRscompleteHome services and improvement · solar panelscomparison

Is it better to hire a national solar broker or deal directly with a local contractor to keep overall equipment and labor costs as low as possible

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to hire a national solar broker or deal directly with a local contractor to keep overall equipment and labor costs as low as possible
2 real searches · 1 real-search pass
residential solar broker versus local installer pricing commissions dealer fees equipment labor cost comparison 2026Google ↗
OBSERVEDComparison
Texas residential solar installation contractor licensing electrical requirements consumer advice 2026Google ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
residential solar broker versus local installer pricing commissions dealer fees equipment labor cost comparison 2026 Google ↗
Texas residential solar installation contractor licensing electrical requirements consumer advice 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
residential solar broker versus local installer pricing commissions dealer fees equipment labor cost comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas residential solar installation contractor licensing electrical requirements consumer advice 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1