Real ChatGPT answer · index seed5x8tbCXziOccompleteHome services and improvement · roofinginformational

How long does a temporary DIY shingle patch kit last before I need to hire a professional roofing contractor for a permanent fix

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

The searches the AI actually ran for this prompt.

SEED QUERY
How long does a temporary DIY shingle patch kit last before I need to hire a professional roofing contractor for a permanent fix
1 real search · 1 real-search pass
temporary asphalt shingle roof repair patch kit manufacturer instructions temporary repair lifespan roofing professionalGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
temporary asphalt shingle roof repair patch kit manufacturer instructions temporary repair lifespan roofing professional Google ↗
  1. Asphalt Roofing Manufacturers Association · asphaltroofing.org
  2. Roof Maintenance · rpm.rcabc.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
temporary asphalt shingle roof repair patch kit manufacturer instructions temporary repair lifespan roofing professional
OBSERVED
Google ↗
AI Mode ↗
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of 1