Real ChatGPT answer · index seedEyiVudoajhMcompleteHome services and improvement · roofinginformational
How do Tamko Heritage architectural shingles perform in hail impact resistance tests, and do they qualify for insurance premium discounts in storm-prone states?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Tamko Heritage architectural shingles perform in hail impact resistance tests, and do they qualify for insurance premium discounts in storm-prone states?
3 real searches · 1 real-search pass
TAMKO Heritage architectural shingles hail impact resistance UL 2218 Class rating Heritage IR officialGoogle ↗
OBSERVEDReason
Texas insurance impact resistant roof discount TAMKO Heritage shingles UL 2218 Class 4 approved list TDIGoogle ↗
OBSERVEDComparison
TAMKO Heritage IR shingles Class 4 UL 2218 warranty officialGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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 architectural shingles hail impact resistance UL 2218 Class rating Heritage IR official Google ↗
Texas insurance impact resistant roof discount TAMKO Heritage shingles UL 2218 Class 4 approved list TDI Google ↗
TAMKO Heritage IR shingles Class 4 UL 2218 warranty official Google ↗
- TAMKO Unveils New Heritage<sup>®</sup> IR Shingles · tamko.com
- SECTION 07 13 13 · tamko.com
- Products qualifying for impact-resistant roofing credits · tdi.texas.gov
- ™ HAILGUARD POLYMER MODIFIED IMPACT RATED SHINGLES · cdntamkowebsiteprod.azureedge.net
- TAMKO HailGuard · tamko.com
- H e r i t a g e · static1.1.sqspcdn.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
TAMKO Heritage architectural shingles hail impact resistance UL 2218 Class rating Heritage IR official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas insurance impact resistant roof discount TAMKO Heritage shingles UL 2218 Class 4 approved list TDI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
TAMKO Heritage IR shingles Class 4 UL 2218 warranty official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |