Looking for a reputable roofing contractor near Matthews, NC, who provides zero-down financing options and specializes in dimensional shingle installations.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a reputable roofing contractor near Matthews, NC, who provides zero-down financing options and specializes in dimensional shingle installations.
1 real search · 1 real-search pass
Matthews NC roofing contractor zero down financing dimensional shingles architectural shinglesGoogle ↗
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
Matthews NC roofing contractor zero down financing dimensional shingles architectural shingles Google ↗
- Roof Replacement Matthews, NC · southernstarroofing.com
- Matthews Roofing Company & Roof Repair · southernstarroofing.com
- Erie Home · eriehome.com
- Matthews, NC Roofing Company · roofsbytaylor.com
- Roof Financing Charlotte NC | No Money Down · triumphroofingcharlotte.com
- Roof Replacement in Matthews, NC · triumphroofingcharlotte.com