Looking for manufacturer reviews on vinyl-clad wood windows versus fiberglass window packages for a high-wind coastal new construction project in Florida.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for manufacturer reviews on vinyl-clad wood windows versus fiberglass window packages for a high-wind coastal new construction project in Florida.
2 real searches · 1 real-search pass
best manufacturer reviews vinyl clad wood windows vs fiberglass windows coastal Florida hurricane impact high wind 2026 Pella Andersen Marvin KolbeGoogle ↗
OBSERVEDComparison
Florida Building Code wind borne debris windows product approval Miami-Dade NOA design pressure coastal new construction officialGoogle ↗
OBSERVEDReason
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). 1 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
best manufacturer reviews vinyl clad wood windows vs fiberglass windows coastal Florida hurricane impact high wind 2026 Pella Andersen Marvin Kolbe Google ↗
Florida Building Code wind borne debris windows product approval Miami-Dade NOA design pressure coastal new construction official Google ↗
- FL10188.12-R14 - Elevate Double Hung Picture · engineeringplans.com
- What Are the Best Coastal Impact Windows? Top 8 Replacement Brands| Renewal by Andersen · renewalbyandersen.com
- Hurricane Impact Windows and Doors · marvin.com
- Marvin official website · marvin.com
- Product Evaluation Report · floridabuilding.org
- floridabuilding.org · floridabuilding.org
- floridabuilding.org · floridabuilding.org
- Pella official website · pella.com
- Product Evaluation Report · floridabuilding.org
- FL12496.4-R5 · engineeringplans.com
- Understanding what coastal windows can do for your home · awwebcdnprdcd.azureedge.net
- Andersen official website · andersenwindows.com
- Best Hurricane Impact Windows in Florida: Top Manufacturers 2026 · armorprowindows.com
- PGT official website · pgtwindows.com
- 3 Best Storm Windows of 2026, Lab-Tested and Reviewed · consumerreports.org
- 7 Best Replacement Windows of 2026, Lab-Tested and Reviewed · consumerreports.org
- Florida Building Product Approval database · floridabuilding.org
- Miami-Dade Product Control and approvals · miamidade.gov
- FEMA Hurricane Ian water-intrusion guidance · fema.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best manufacturer reviews vinyl clad wood windows vs fiberglass windows coastal Florida hurricane impact high wind 2026 Pella Andersen Marvin Kolbe OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida Building Code wind borne debris windows product approval Miami-Dade NOA design pressure coastal new construction official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |