Real ChatGPT answer · index seedOZyly9p0WxocompleteHome services and improvement · roofinginformational

How hard is it to DIY a skylight replacement and sealing job to save on labor costs without causing major leaks in the ceiling?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How hard is it to DIY a skylight replacement and sealing job to save on labor costs without causing major leaks in the ceiling?
2 real searches · 1 real-search pass
site:veluxusa.com skylight replacement installation flashing kit instructions roof underlayment leak warrantyGoogle ↗
OBSERVED
site:iccsafe.org skylight flashing roof installation requirementsGoogle ↗
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
site:veluxusa.com skylight replacement installation flashing kit instructions roof underlayment leak warranty Google ↗
site:iccsafe.org skylight flashing roof installation requirements Google ↗
  1. ENGLISH: Index · locator.veluxusa.com
  2. 3 ENGLISH: To ensure waterproofing, skylight fram · locator.veluxusa.com
  3. ROOF ASSEMBLIES · iccsafe.org
  4. Skylight Flashing Systems · pro.veluxusa.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:veluxusa.com skylight replacement installation flashing kit instructions roof underlayment leak warranty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:iccsafe.org skylight flashing roof installation requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1