Real ChatGPT answer · index seedeS1ADV5qUXgcompleteReal estate · home valuationbrand

What is the cheapest type of roof replacement material that still looks good and adds decent resale value to a standard suburban house?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the cheapest type of roof replacement material that still looks good and adds decent resale value to a standard suburban house?
1 real search · 1 real-search pass
2026 roofing replacement cost architectural asphalt shingles concrete tile metal roof resale value CaliforniaGoogle ↗
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
2026 roofing replacement cost architectural asphalt shingles concrete tile metal roof resale value California Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 roofing replacement cost architectural asphalt shingles concrete tile metal roof resale value California
OBSERVED
Google ↗
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