Real ChatGPT answer · index seedRWhe8ulZtewcompleteHome services and improvement · roofingcommercial
Could you find me independent consumer reviews for Owens Corning Duration shingles compared to GAF Timberline HDZ?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you find me independent consumer reviews for Owens Corning Duration shingles compared to GAF Timberline HDZ?
3 real searches · 1 real-search pass
independent homeowner reviews Owens Corning Duration vs GAF Timberline HDZ shingles Reddit forums complaintsGoogle ↗
OBSERVED
Owens Corning Duration shingles consumer reviews homeowner experiences wind algae granule lossGoogle ↗
OBSERVED
GAF Timberline HDZ shingles consumer reviews homeowner experiences wind algae granule lossGoogle ↗
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
independent homeowner reviews Owens Corning Duration vs GAF Timberline HDZ shingles Reddit forums complaints Google ↗
Owens Corning Duration shingles consumer reviews homeowner experiences wind algae granule loss Google ↗
GAF Timberline HDZ shingles consumer reviews homeowner experiences wind algae granule loss Google ↗
- ConsumerAffairs – Owens Corning Shingles · consumeraffairs.com
- Roof.info – Owens Corning Consumer Reviews · roof.info
- Lowe's – GAF Timberline HDZ Reviews · lowes.com
- GAF Timberline HDZ Hickory Algae Resistant Architectural Roof Shingles ( 33.33-sq ft per Bundle ) · lowes.com
- Reddit – Which of these shingles is better? · reddit.com
- Reddit – GAF versus Owens Corning · reddit.com
- Owens Corning Duration Roofing Review · consumerreports.org
- Reddit – What's the best shingle? · reddit.com
- Reddit – Stuck between contractors because of their brand · reddit.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent homeowner reviews Owens Corning Duration vs GAF Timberline HDZ shingles Reddit forums complaints OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Owens Corning Duration shingles consumer reviews homeowner experiences wind algae granule loss OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GAF Timberline HDZ shingles consumer reviews homeowner experiences wind algae granule loss OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |