Real ChatGPT answer · index seedlA8WNR243ZYcompleteHome services and improvement · roofingcomparison
What are the main pros and cons of choosing three-tab shingles over architectural ones if I plan on selling my house in the next five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main pros and cons of choosing three-tab shingles over architectural ones if I plan on selling my house in the next five years?
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
Florida three tab vs architectural shingles wind rating resale insurance roof replacement buyer appeal 2025 Google ↗
Florida building code asphalt shingles wind resistance three tab architectural shingles lifespan manufacturer Google ↗
- HGCC_Fact20.indd · apps.floridadisaster.org
- Hurricane Retrofit Guide · apps.floridadisaster.org
- Technical Advisory Bulletin · gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Florida three tab vs architectural shingles wind rating resale insurance roof replacement buyer appeal 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida building code asphalt shingles wind resistance three tab architectural shingles lifespan manufacturer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |