Real ChatGPT answer · index seed5WkGkN5TRZYcompleteHome services and improvement · roofingcomparison
Could you weigh the pros and cons of CertainTeed versus Atlas asphalt shingles regarding warranty claims and long term color fading for our contracting business?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you weigh the pros and cons of CertainTeed versus Atlas asphalt shingles regarding warranty claims and long term color fading for our contracting business?
3 real searches · 1 real-search pass
CertainTeed asphalt shingle warranty SureStart algae discoloration fading warranty claim process officialGoogle ↗
OBSERVEDReason
Atlas roofing shingles warranty Signature Select warranty algae discoloration color fading officialGoogle ↗
OBSERVEDReason
CertainTeed vs Atlas shingles warranty claims contractor experiences color fading reviewsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CertainTeed asphalt shingle warranty SureStart algae discoloration fading warranty claim process official Google ↗
Atlas roofing shingles warranty Signature Select warranty algae discoloration color fading official Google ↗
CertainTeed vs Atlas shingles warranty claims contractor experiences color fading reviews Google ↗
- www.certainteed.com · certainteed.com
- Register Your Warranty · atlasroofing.com
- atlasroofing.com · atlasroofing.com
- atlasroofing.com · atlasroofing.com
- Lifetime Residential Warranties · ct3.homeservicesites.com
- Warranty - 1CertainTeed · buildsite.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed asphalt shingle warranty SureStart algae discoloration fading warranty claim process official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Atlas roofing shingles warranty Signature Select warranty algae discoloration color fading official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CertainTeed vs Atlas shingles warranty claims contractor experiences color fading reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |