Real ChatGPT answer · index seedN7NTDCvS0tEcompleteMarketing and advertising · local marketingcomparison
Is a Google Business Profile setup enough to get a local roofing contractor calls, or do they really need a full website right away?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a Google Business Profile setup enough to get a local roofing contractor calls, or do they really need a full website right away?
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
ChatGPT2 real searches · gpt-6
Google Business Profile official help website business profile local ranking relevance distance prominence website calls Google ↗
roofing contractor local SEO Google Business Profile website conversion calls best practices Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Local SEO for Contractors: 2026 Playbook · xpathmedia.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Business Profile official help website business profile local ranking relevance distance prominence website calls OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
roofing contractor local SEO Google Business Profile website conversion calls best practices OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |