Real ChatGPT answer · index seedTRNpXxmVtoAcompleteHome services and improvement · roofingcommercial
Are there any affordable alternatives to Tamko shingles that still offer good durability for someone on a very tight remodeling budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any affordable alternatives to Tamko shingles that still offer good durability for someone on a very tight remodeling budget?
1 real search · 1 real-search pass
TAMKO Heritage shingle alternatives affordable asphalt shingles warranty wind rating Owens Corning Oakridge GAF Timberline HDZ IKO Cambridge CertainTeed LandmarkGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
TAMKO Heritage shingle alternatives affordable asphalt shingles warranty wind rating Owens Corning Oakridge GAF Timberline HDZ IKO Cambridge CertainTeed Landmark Google ↗
- Shingle Comparison · getroofreport.com
- 2026 Shingle Brand Comparison Report (7 Brands) · theroofingbrief.com
- Shingle Comparison & Colors · kleinroofing.com
- ICCBuilding GuideColorado Chapter of the International Code CouncilSingle Family Residential One · thorntonco.gov
- ACCEPTABLE SHINGLES FOR ORIGINAL TOWNHOUSES | · newmarkcommons.org
- Owens Corning Supreme Three-Tab Asphalt Shingles, Autumn Brown, 13-1/4 in x 39-3/8 in, 25-Year Limited Warranty · waybilt.com
Queries
1 queries · click a column to sort