Real ChatGPT answer · index seed1btgsn0BAhQcompleteMarketing and advertising · local marketingcommercial
What is the real ROI of hyperlocal mobile ad targeting for a coffee shop compared to traditional flyers, keeping ad spend under two hundred dollars?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the real ROI of hyperlocal mobile ad targeting for a coffee shop compared to traditional flyers, keeping ad spend under two hundred dollars?
1 real search · 1 real-search pass
small business local mobile advertising benchmarks CPC CPM foot traffic attribution coffee shop flyers response rate direct mail benchmarkGoogle ↗
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
small business local mobile advertising benchmarks CPC CPM foot traffic attribution coffee shop flyers response rate direct mail benchmark Google ↗
- Direct Media Response Rate, CPA and ROI Benchmarks · marketingcharts.com