Real ChatGPT answer · index seedCUDbBxuhySccompleteHome services and improvement · solar panelscommercial

What is the average cost to replace a standard shingle roof with integrated solar roof tiles when financing through a home improvement loan

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average cost to replace a standard shingle roof with integrated solar roof tiles when financing through a home improvement loan
2 real searches · 1 real-search pass
2026 integrated solar roof tiles cost Tesla Solar Roof installed cost per square foot incentivesGoogle ↗
OBSERVED
home improvement loan average APR 2026 personal loan home improvement loan ratesGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 integrated solar roof tiles cost Tesla Solar Roof installed cost per square foot incentives Google ↗
home improvement loan average APR 2026 personal loan home improvement loan rates Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 integrated solar roof tiles cost Tesla Solar Roof installed cost per square foot incentives
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
home improvement loan average APR 2026 personal loan home improvement loan rates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1