We are trying to decide if the builder upgraded architectural shingle package from Shea Homes is worth the extra cost over their baseline dimensional shingle.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to decide if the builder upgraded architectural shingle package from Shea Homes is worth the extra cost over their baseline dimensional shingle.
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Shea Homes architectural shingle upgrade standard dimensional shingle roofing specifications Google ↗
asphalt roofing manufacturer architectural shingles wind warranty algae resistance impact ratings official Google ↗
- Highlander® AR shingles · malarkeyroofing.com
- SUSTAINABLE PERFORMANCE™ · malarkeyroofing.com
- Shingle Comparison Chart · widgets.gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shea Homes architectural shingle upgrade standard dimensional shingle roofing specifications OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
asphalt roofing manufacturer architectural shingles wind warranty algae resistance impact ratings official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |