Real ChatGPT answer · index seedmk4q5l8rZ4wcompleteReal estate · new constructioncomparison

Corrugated metal roofing versus 3 tab asphalt shingles for a new storage facility in the Midwest which material has a longer manufacturer warranty against leaks?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Corrugated metal roofing versus 3 tab asphalt shingles for a new storage facility in the Midwest which material has a longer manufacturer warranty against leaks?
3 real searches · 1 real-search pass
manufacturer warranty corrugated exposed fastener metal roofing leak warranty weather tightness warranty panels exposed fastenerGoogle ↗
OBSERVED
3-tab asphalt shingles manufacturer limited warranty 25 year warranty leak coverage officialGoogle ↗
OBSERVED
metal roofing weathertightness warranty exposed fastener corrugated panels manufacturer officialGoogle ↗
OBSERVED

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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
manufacturer warranty corrugated exposed fastener metal roofing leak warranty weather tightness warranty panels exposed fastener Google ↗
3-tab asphalt shingles manufacturer limited warranty 25 year warranty leak coverage official Google ↗
metal roofing weathertightness warranty exposed fastener corrugated panels manufacturer official Google ↗
  1. Roof Warranty Comparison Guide for GAF Shingles · gaf.com
  2. Roofing Warranty Center · tamko.com
  3. Product Warranties · midmichiganmetalsales.com
  4. R-Loc · theroofingbook.com
  5. Warranties Metallic Building Systems · metallic.com
  6. Weathertight Warranty · metalalliance.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
manufacturer warranty corrugated exposed fastener metal roofing leak warranty weather tightness warranty panels exposed fastener
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
3-tab asphalt shingles manufacturer limited warranty 25 year warranty leak coverage official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
metal roofing weathertightness warranty exposed fastener corrugated panels manufacturer official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1