Real ChatGPT answer · index seedZ4wlCc9RfS8completeHome services and improvement · roofinglocal

Where can I buy Tamko heritage shingles locally in the metro Atlanta area for pickup this Friday?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I buy Tamko heritage shingles locally in the metro Atlanta area for pickup this Friday?
1 real search · 1 real-search pass
Atlanta GA TAMKO Heritage shingles pickup roofing supply locations inventory November 6 2026Google ↗
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
Atlanta GA TAMKO Heritage shingles pickup roofing supply locations inventory November 6 2026 Google ↗
  1. View TAMKO Heritage product · aroofingsupply.com
  2. CRS location information · crssupply.com
  3. CRS College Park website · crssupply.com
  4. Beacon branch details · locations.becn.com
  5. Roofing · midwaybuildingsupply.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atlanta GA TAMKO Heritage shingles pickup roofing supply locations inventory November 6 2026
OBSERVED
Google ↗
AI Mode ↗
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