Real ChatGPT answer · index seed4zReqAQxZS8completeHome services and improvement · roofingcommercial

What are the best practices and recommended products for skylight replacement and sealing to ensure no moisture gets into the drywall during heavy rains?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best practices and recommended products for skylight replacement and sealing to ensure no moisture gets into the drywall during heavy rains?
1 real search · 1 real-search pass
best practices skylight replacement flashing installation waterproof underlayment manufacturer instructions VELUX flashing kit heavy rainGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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
best practices skylight replacement flashing installation waterproof underlayment manufacturer instructions VELUX flashing kit heavy rain Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best practices skylight replacement flashing installation waterproof underlayment manufacturer instructions VELUX flashing kit heavy rain
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1