Real ChatGPT answer · index seedr4xzWlo5v4gcompleteMarketing and advertising · local marketingcomparison
Is billboard advertising still worth the high monthly cost for a local roofing contractor, or should I put that money into digital local service ads instead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is billboard advertising still worth the high monthly cost for a local roofing contractor, or should I put that money into digital local service ads instead?
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 Local Services Ads roofing contractors pay per lead Google screening 2026 official Google ↗
billboard advertising effectiveness local home services roofing contractor ROI comparison digital local service ads Google ↗
- Reach Local Customers with Local Service Ads · business.google.com
- How providers qualify for Local Services Ads · support.google.com
- Getting started with Local Services Ads - United States · support.google.com
- Local Services Ads transition to Performance Max campaigns with pay-per-lead goals · support.google.com
- Is billboard advertising still a good option for local businesses? · adquick.com
- Billboard Advertising for Contractors · therebelape.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Local Services Ads roofing contractors pay per lead Google screening 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
billboard advertising effectiveness local home services roofing contractor ROI comparison digital local service ads OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |