How much money should a local roofing contractor expect to waste on Google local service ads before getting a good lead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money should a local roofing contractor expect to waste on Google local service ads before getting a good lead?
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 cost per lead benchmark 2025 roofing contractor dispute lead quality cost Google ↗
Google Local Services Ads roofing contractor lead costs average cost per lead 2026 Google ↗
- Roofing Contractor Google LSA Cost Per Lead (October 2026) · 99calls.com
- What Contractor Leads Cost, by Trade (2026) · leadhunterusa.com
- What's a Good Cost Per Lead for Roofing? 2026 Benchmarks · leadpriceindex.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 cost per lead benchmark 2025 roofing contractor dispute lead quality cost OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Local Services Ads roofing contractor lead costs average cost per lead 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |