Real ChatGPT answer · index seedFBw13IYcFtocompleteHome services and improvement · roofingcomparison
CertainTeed Landmark versus IKO Cambridge architectural shingles regarding wind resistance and warranty coverage for my business property
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
CertainTeed Landmark versus IKO Cambridge architectural shingles regarding wind resistance and warranty coverage for my business property
1 real search · 1 real-search pass
CertainTeed Landmark shingles wind warranty 110 mph 130 mph official warranty IKO Cambridge wind warranty 110 mph 130 mph official warrantyGoogle ↗
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 (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
CertainTeed Landmark shingles wind warranty 110 mph 130 mph official warranty IKO Cambridge wind warranty 110 mph 130 mph official warranty Google ↗
- Designer Roofing Shingles LANDMARK ® SERIES Lan · docs.certainteed.com
- Cambridge · iko.com
- Cambridge · totalcladdingandroofing.com
- IKO_RPRO_EXTE_WARR_TIER_2_3 · iko.com
- IKO_RPRO_WARR_SELLS_US_EN · iko.com