Real ChatGPT answer · index seedZxy1CMz04yIcompleteMarketing and advertising · local marketingcommercial
How much should a retired plumber in Texas expect to budget locally for online ads each month to get three or four solid calls a week?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should a retired plumber in Texas expect to budget locally for online ads each month to get three or four solid calls a week?
1 real search · 1 real-search pass
2026 Texas plumber Google Ads cost per click cost per lead local plumbing advertising benchmarksGoogle ↗
OBSERVEDOther / navigational
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
2026 Texas plumber Google Ads cost per click cost per lead local plumbing advertising benchmarks Google ↗
- Meta & Google Ads benchmarks for Plumbing Companies (2026): CPL, CPM, CTR, ROAS · karbonagency.com
- Google Ads Lead Costs for Plumbers in 2026 · 99calls.com
- Plumbing Google Ads Cost Per Lead (2026 Benchmarks) · searchlightdigital.io