Real ChatGPT answer · index seedIyuxb8810zocompleteHome services and improvement · roofingcomparison

Is it true that architectural shingles look much better and add more resale value to a single-story home than traditional three-tab shingles do?

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 true that architectural shingles look much better and add more resale value to a single-story home than traditional three-tab shingles do?
1 real search · 1 real-search pass
architectural asphalt shingles three-tab shingles resale value curb appeal appraisal cost value report roofing replacement resale valueGoogle ↗
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
architectural asphalt shingles three-tab shingles resale value curb appeal appraisal cost value report roofing replacement resale value Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural asphalt shingles three-tab shingles resale value curb appeal appraisal cost value report roofing replacement resale value
OBSERVED
Google ↗
AI Mode ↗
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