Real ChatGPT answer · index seed2teZrvU6LRccompleteHome services and improvement · roofingcommercial
Do contractors recommend Tamko heritage shingles for commercial properties with complex roof pitches and multiple valleys
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do contractors recommend Tamko heritage shingles for commercial properties with complex roof pitches and multiple valleys
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
TAMKO Heritage shingles installation instructions valley roof pitch warranty commercial buildings contractor reviews Google ↗
TAMKO Heritage architectural shingles technical data wind warranty official Google ↗
- APPLICATION INSTRUCTIONS FOR · tamko.com
- APPLICATION INSTRUCTIONS FOR · tamko.com
- Heritage® Architectural Shingles · tamko.com
- HERITAGE® ARCHITECTURAL ASPHALT SHINGLES MANUF · tamko.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
TAMKO Heritage shingles installation instructions valley roof pitch warranty commercial buildings contractor reviews OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
TAMKO Heritage architectural shingles technical data wind warranty official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |