Real ChatGPT answer · index seedi4WkUezOmxYcompleteHome services and improvement · roofingcomparison
Is CertainTeed Landmark shingle quality superior to IKO Dynasty shingles when considering resistance to granule loss over a five year period
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is CertainTeed Landmark shingle quality superior to IKO Dynasty shingles when considering resistance to granule loss over a five year period
3 real searches · 1 real-search pass
CertainTeed Landmark vs IKO Dynasty shingles granule loss granule adhesion comparison independent testingGoogle ↗
OBSERVED
CertainTeed Landmark shingle technical data granule loss warranty IKO Dynasty technical data granule lossGoogle ↗
OBSERVED
IKO Dynasty shingles granule loss reviews five years CertainTeed LandmarkGoogle ↗
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 vs IKO Dynasty shingles granule loss granule adhesion comparison independent testing Google ↗
CertainTeed Landmark shingle technical data granule loss warranty IKO Dynasty technical data granule loss Google ↗
IKO Dynasty shingles granule loss reviews five years CertainTeed Landmark Google ↗
- Technical Data Sheet · iko.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed Landmark vs IKO Dynasty shingles granule loss granule adhesion comparison independent testing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CertainTeed Landmark shingle technical data granule loss warranty IKO Dynasty technical data granule loss OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IKO Dynasty shingles granule loss reviews five years CertainTeed Landmark OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |