We live in a historic home in Chestnut Hill with a damaged slate roof, and I need to find a specialized local company that can fix it this week without destroying the historic look.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We live in a historic home in Chestnut Hill with a damaged slate roof, and I need to find a specialized local company that can fix it this week without destroying the historic look.
1 real search · 1 real-search pass
Chestnut Hill historic slate roof repair contractors emergency roof repair this week 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Chestnut Hill historic slate roof repair contractors emergency roof repair this week 2026 Google ↗
- Layout 1-10 · cdn1.creativecirclemedia.com
- Chestnut Hill Local · alpha.creativecirclecdn.com
- Chestnut Hill Philadelphia — Water & Fire Damage Restoration Guide · philadelphiarestoration.org