Real ChatGPT answer · index seedFjdnzZUAex0completeHome services and improvement · roofingcomparison

Is Tamko heritage shingles durability better than standard architectural options for a house in Florida facing lots of hurricanes?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Tamko heritage shingles durability better than standard architectural options for a house in Florida facing lots of hurricanes?
1 real search · 1 real-search pass
TAMKO Heritage shingles wind rating Florida Product Approval Miami-Dade NOA hurricane durability vs standard architectural shinglesGoogle ↗
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
TAMKO Heritage shingles wind rating Florida Product Approval Miami-Dade NOA hurricane durability vs standard architectural shingles Google ↗
  1. Heritage® Architectural Shingles · tamko.com
  2. <visual_element id="e1"> · cdntamkowebsiteprod.azureedge.net
  3. MIAMI-DADE COUNTY · miamidade.gov
  4. - Miami-Dade County · miamidade.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles wind rating Florida Product Approval Miami-Dade NOA hurricane durability vs standard architectural shingles
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1