Real ChatGPT answer · index seedy2VLHiOHiwQcompleteHome services and improvement · roofingcommercial

How long do modern skylight seals usually last before they start leaking, and what are the best replacement options for a house built in the nineties?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How long do modern skylight seals usually last before they start leaking, and what are the best replacement options for a house built in the nineties?
2 real searches · 1 real-search pass
skylight replacement lifespan flashing seals modern skylights VELUX warranty installation guideGoogle ↗
OBSERVED
best replacement skylights VELUX Fakro Wasco residential 2026Google ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
skylight replacement lifespan flashing seals modern skylights VELUX warranty installation guide Google ↗
best replacement skylights VELUX Fakro Wasco residential 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
skylight replacement lifespan flashing seals modern skylights VELUX warranty installation guide
OBSERVED
Google ↗
AI Mode ↗
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of 1
best replacement skylights VELUX Fakro Wasco residential 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1