Real ChatGPT answer · index seedlLixzoZFVzYcompleteHome services and improvement · roofingcomparison
Can you compare Tamko heritage shingles durability with GAF Timberline HDZ since my contractor gave me both as choices for my first roof replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Tamko heritage shingles durability with GAF Timberline HDZ since my contractor gave me both as choices for my first roof replacement?
3 real searches · 1 real-search pass
TAMKO Heritage shingles official product specifications wind warranty algae resistance impact ratingGoogle ↗
OBSERVEDConsequence
GAF Timberline HDZ official product specifications wind warranty LayerLock algae resistance impact ratingGoogle ↗
OBSERVEDOther / navigational
TAMKO Heritage vs GAF Timberline HDZ durability independent roofing comparisonGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
TAMKO Heritage shingles official product specifications wind warranty algae resistance impact rating Google ↗
GAF Timberline HDZ official product specifications wind warranty LayerLock algae resistance impact rating Google ↗
TAMKO Heritage vs GAF Timberline HDZ durability independent roofing comparison Google ↗
- Heritage® Architectural Shingles · tamko.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Shingle Comparison Chart · widgets.gaf.com
- <visual_element id="e1"> · gaf.com
- Residential Roofing Shingles · tamko.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
TAMKO Heritage shingles official product specifications wind warranty algae resistance impact rating OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
GAF Timberline HDZ official product specifications wind warranty LayerLock algae resistance impact rating OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
TAMKO Heritage vs GAF Timberline HDZ durability independent roofing comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |