Is Tamko a budget brand with bad durability or are their architectural shingles worth putting on my forever home given the current reviews?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Tamko a budget brand with bad durability or are their architectural shingles worth putting on my forever home given the current reviews?
3 real searches · 1 real-search pass
TAMKO architectural shingles current reviews durability Heritage Titan XT complaints 2026 contractors homeownersGoogle ↗
OBSERVEDReason
TAMKO Heritage architectural shingles warranty wind algae ratings technical data independent reviews durabilityGoogle ↗
OBSERVEDReason
TAMKO Titan XT shingle reviews durability contractor feedback 2025 2026Google ↗
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
TAMKO architectural shingles current reviews durability Heritage Titan XT complaints 2026 contractors homeowners Google ↗
TAMKO Heritage architectural shingles warranty wind algae ratings technical data independent reviews durability Google ↗
TAMKO Titan XT shingle reviews durability contractor feedback 2025 2026 Google ↗
- Consumer Reviews of Tamko shingles · roof.info
- Roofing Shingle Ratings · roof.info
- Titan XT® Architectural Shingles · tamko.com
- We Tested Tamko Titan XT Shingles: Are They Worth It? · bobvila.com
- TECHNICAL NOTICE · tamko.com
- HERITAGE® ARCHITECTURAL ASPHALT SHINGLES MANUF · tamko.com
- Roofing Warranty Center · tamko.com
- TAMKO Documents · tamko.com
- P.O. Box 97 · dwc-k.com
- Roofing Ratings & Reviews · consumerreports.org
- Best Roofing Reviews – Consumer Reports Reviews · consumerreports.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
TAMKO architectural shingles current reviews durability Heritage Titan XT complaints 2026 contractors homeowners OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
TAMKO Heritage architectural shingles warranty wind algae ratings technical data independent reviews durability OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
TAMKO Titan XT shingle reviews durability contractor feedback 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |