Real ChatGPT answer · index seedXaB6V5q4WLIcompleteHome services and improvement · roofinglocal

Can you explain the shingle quality of CertainTeed Landmark and whether they hold up well against heavy southern humidity and high winds

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the shingle quality of CertainTeed Landmark and whether they hold up well against heavy southern humidity and high winds
3 real searches · 1 real-search pass
CertainTeed Landmark shingles official product specifications wind warranty algae resistance humidityGoogle ↗
OBSERVED
CertainTeed Landmark PRO ClimateFlex wind warranty official specificationsGoogle ↗
OBSERVED
asphalt roof shingles hot humid climate algae wind resistance installation ventilation building scienceGoogle ↗
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
CertainTeed Landmark shingles official product specifications wind warranty algae resistance humidity Google ↗
CertainTeed Landmark PRO ClimateFlex wind warranty official specifications Google ↗
asphalt roof shingles hot humid climate algae wind resistance installation ventilation building science Google ↗
  1. Landmark® · certainteed.com
  2. Landmark® PRO · certainteed.com
  3. Landmark® ClimateFlex® · certainteed.com
  4. Landmark · totalcladdingandroofing.com
  5. Landmark · certainteed.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles official product specifications wind warranty algae resistance humidity
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark PRO ClimateFlex wind warranty official specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
asphalt roof shingles hot humid climate algae wind resistance installation ventilation building science
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1