Real ChatGPT answer · index seedyG8gfQmlVxscompleteHome services and improvement · roofingcommercial
Where can I buy Tamko Heritage shingles at a discount near me for a weekend DIY home improvement project?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I buy Tamko Heritage shingles at a discount near me for a weekend DIY home improvement project?
1 real search · 1 real-search pass
TAMKO Heritage shingles discounted price Grand Rapids Michigan roofing suppliers weekend pickup 2026Google ↗
OBSERVEDOther / navigational
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
TAMKO Heritage shingles discounted price Grand Rapids Michigan roofing suppliers weekend pickup 2026 Google ↗
- Website and monthly specials · rivercitydiscount.com
- ABC Supply Co. Inc. · yelp.com
- Eikenhout · yelp.com
- SRS Building Products · google.co.th
- Tamko - Roofing - In Stock Near Me · homedepot.com
- Tamko - In Stock Near Me - Roof Shingles · homedepot.com
- Home Depot – TAMKO shingles · homedepot.com
- Lowe's – TAMKO Heritage shingles · lowes.com