Real ChatGPT answer · index seedsUbR5kINA2kcompleteHome services and improvement · roofingcommercial
Between GAF and Malarkey shingles, which one holds up better against severe weather without blowing my home improvement budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between GAF and Malarkey shingles, which one holds up better against severe weather without blowing my home improvement budget?
1 real search · 1 real-search pass
GAF vs Malarkey shingles severe weather wind hail resistance price warranty SBS polymer modified ArizonaGoogle ↗
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
GAF vs Malarkey shingles severe weather wind hail resistance price warranty SBS polymer modified Arizona Google ↗
- Impact-resistant shingles and roofing materials · gaf.com
- IMPACT RESISTANCE · malarkeyroofing.com
- SHINGLE & ACCESSORY WARRANTIES FOR SINGLE FAMILY HOMES · malarkeyroofing.com