Real ChatGPT answer · index seedtgysSqNxr50completeHome services and improvement · roofingcommercial
Is it worth upgrading from standard 3-tab to high-end architectural asphalt shingles if I plan on selling my house within the next five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth upgrading from standard 3-tab to high-end architectural asphalt shingles if I plan on selling my house within 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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
asphalt roof replacement resale value architectural shingles vs 3 tab ROI cost recouped 2025 Florida Google ↗
Florida roof replacement insurance wind mitigation architectural shingles 3-tab roof resale buyers 2025 Google ↗
- Asphalt Shingle Roof ROI by State in 2025 · fixr.com
- Does a New Roof Increase Home Value? 2025 ROI Data · theroofingbrief.com
- Premium Discounts for Hurricane Loss Mitigation · myfloridacfo.com
- WIND RETROFITTING · files.floridados.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt roof replacement resale value architectural shingles vs 3 tab ROI cost recouped 2025 Florida OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Florida roof replacement insurance wind mitigation architectural shingles 3-tab roof resale buyers 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |