Real ChatGPT answer · index seedHcWgb4jxIxIcompleteMarketing and advertising · ad platformscomparison
Should I be adjusting bidding strategy for ROI manually or should I trust the automated machine learning options right out of the gate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I be adjusting bidding strategy for ROI manually or should I trust the automated machine learning options right out of the gate?
1 real search · 1 real-search pass
Google Ads automated bidding best practices learning period conversion data Target ROAS official documentationGoogle ↗
OBSERVEDReason
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
Google Ads automated bidding best practices learning period conversion data Target ROAS official documentation Google ↗
- About Smart Bidding learning · support.google.com
- Bidding · support.google.com