Real ChatGPT answer · index seedYBIwvjouTUUcompleteMarketing and advertising · ad platformsinformational
What bidding strategy changes should I make right now to protect my ROI while scaling up ad spend during a major flash sale
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What bidding strategy changes should I make right now to protect my ROI while scaling up ad spend during a major flash sale
1 real search · 1 real-search pass
Google Ads Smart Bidding seasonality adjustments short sale event target ROAS budget recommendations officialGoogle ↗
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 Smart Bidding seasonality adjustments short sale event target ROAS budget recommendations official Google ↗
- About seasonality adjustments · support.google.com
- Create seasonality adjustments | Google Ads API | Google for Developers · developers.google.com
- Bidding and Budgeting Updates to Scale Your Growth · business.google.com