Real ChatGPT answer · index seediMU75t6Wfn4completeHome services and improvement · roofingcomparison
Velux versus Fakro for replacing old leaking skylights during a full roof overhaul, which brand lasts longer?
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The searches the AI actually ran for this prompt.
SEED QUERY
Velux versus Fakro for replacing old leaking skylights during a full roof overhaul, which brand lasts longer?
1 real search · 1 real-search pass
VELUX vs FAKRO skylight durability warranty product quality lifespan installation flashingGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
VELUX vs FAKRO skylight durability warranty product quality lifespan installation flashing Google ↗
- VELUX Warranty · pro.veluxusa.com
- Skylights and Rooff Windows Limited Warranty · fakrousa.com
- Special Features and Characteristics of FAKRO Skylights · fakrousa.com
- How are VELUX skylights made so they don't leak? · veluxusa.kb.help
- Skylight Replacement · pro.veluxusa.com