Real ChatGPT answer · index seedr13hsupDZdYcompleteHome services and improvement · roofingcomparison
Can you break down the pros and cons of using liquid rubber roof coatings versus traditional shingle replacement for an older detached garage?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you break down the pros and cons of using liquid rubber roof coatings versus traditional shingle replacement for an older detached garage?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
liquid roof coating over asphalt shingles manufacturer guidance compatibility asphalt shingle roof coating OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
asphalt shingle roof replacement signs roof deck damage lifespan detached garage roofing guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |