Real ChatGPT answer · index seedwulyIxrmNJQcompleteHome services and improvement · roofingcomparison
Is it cheaper to replace old plastic skylights with glass ones while the roof deck is already exposed or will it blow my remodeling budget
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to replace old plastic skylights with glass ones while the roof deck is already exposed or will it blow my remodeling budget
1 real search · 1 real-search pass
cost to replace plastic skylight with glass skylight during roof replacement labor flashing 2026Google ↗
OBSERVEDShort fact
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
cost to replace plastic skylight with glass skylight during roof replacement labor flashing 2026 Google ↗
- Skylight Replacement Cost During a Roof Replacement · askaboutroofs.com
- How Much Does It Cost to Repair or Replace a Skylight? (2026) · homeguide.com
- Skylights in Minnesota: Installation, Leak Prevention, and Cost · owlroofing.com