Real ChatGPT answer · index seedXy34Kaoc4RYcompleteMarketing and advertising · marketing agenciescommercial
Client wants to double their Google Ads spend overnight, how do I build a quick budgeting model to show projected CPA increases?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Client wants to double their Google Ads spend overnight, how do I build a quick budgeting model to show projected CPA increases?
1 real search · 1 real-search pass
Google Ads budget scaling marginal CPA diminishing returns impression share conversion value budget recommendations official Google AdsGoogle ↗
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 budget scaling marginal CPA diminishing returns impression share conversion value budget recommendations official Google Ads Google ↗
- Estimate your results with bid, budget, and target simulators · support.google.com
- Campaign budgets overview | Google Ads API | Google for Developers · developers.google.com
- Bid strategies to help you meet your goals · support.google.com
- Determine a bid strategy based on your goals · support.google.com