Real ChatGPT answer · index seedJysHAbVEeMccompleteHome services and improvement · roofingcomparison

How much more expensive are GAF Timberline HDZ architectural shingles compared to basic three-tab shingles for a standard two-thousand-square-foot roof?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How much more expensive are GAF Timberline HDZ architectural shingles compared to basic three-tab shingles for a standard two-thousand-square-foot roof?
1 real search · 1 real-search pass
2026 GAF Timberline HDZ architectural shingles vs 3 tab shingles material cost installed cost per squareGoogle ↗
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 GAF Timberline HDZ architectural shingles vs 3 tab shingles material cost installed cost per square Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 GAF Timberline HDZ architectural shingles vs 3 tab shingles material cost installed cost per square
OBSERVED
Google ↗
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