Real ChatGPT answer · index seed24AM3xvd0fUcompleteMarketing and advertising · local marketingcomparison
Is Yelp advertising actually worth the money for a small family owned Italian restaurant trying to attract parents on date night?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Yelp advertising actually worth the money for a small family owned Italian restaurant trying to attract parents on date night?
1 real search · 1 real-search pass
Yelp advertising cost small restaurant ROI sponsored search ads 2026 date night restaurant marketing parentsGoogle ↗
OBSERVEDConsequence
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
Yelp advertising cost small restaurant ROI sponsored search ads 2026 date night restaurant marketing parents Google ↗
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