Real ChatGPT answer · index seedxeky5yq2jCMcompleteHome services and improvement · contractors and remodelingcomparison
Compare the cost effectiveness of patching versus fixing a leaky roof completely when dealing with old asphalt shingles
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the cost effectiveness of patching versus fixing a leaky roof completely when dealing with old asphalt shingles
1 real search · 1 real-search pass
2026 asphalt shingle roof repair cost vs replacement cost lifespan old roof patching multiple leaksGoogle ↗
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
2026 asphalt shingle roof repair cost vs replacement cost lifespan old roof patching multiple leaks Google ↗
- Repair or Replace an Asphalt Roof? (Age and Leak Count) · onotto.com
- Asphalt Roofing Manufacturers Association · asphaltroofing.org
- Should you repair or replace your roof? · homeanvil.com
- How Much Does Roof Shingle Repair Cost? [2026 Data] · angi.com