Real ChatGPT answer · index seed1bgDzQ9RBXEcompleteMarketing and advertising · local marketingcommercial
Compare the ROI of local PPC versus long term SEO for a new auto repair shop in Detroit that needs paying customers walking through the door today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the ROI of local PPC versus long term SEO for a new auto repair shop in Detroit that needs paying customers walking through the door today.
1 real search · 1 real-search pass
Detroit Michigan local auto repair Google Ads cost per click local SEO competition auto repair marketing benchmarksGoogle ↗
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
Detroit Michigan local auto repair Google Ads cost per click local SEO competition auto repair marketing benchmarks Google ↗
- Google Ads for Auto Repair Shops: Setup That Pays · adcamp.dev
- Automotive Google Ads Benchmarks 2026: CPC and CPL · clickem.io
- Google Ads for Auto Repair Shops Cost and Monthly Budget · automarketer.com
- Jesse's Auto Service · google.com.au
- Sara's Auto Repair Inc · google.com