Real ChatGPT answer · index seedRMLW9p1SGdAcompleteMarketing and advertising · marketing agenciesbrand
We hired a young freelancer to run Facebook ads for our family farm stand, but how much should we increase our daily spend once we finally start seeing a positive return on investment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We hired a young freelancer to run Facebook ads for our family farm stand, but how much should we increase our daily spend once we finally start seeing a positive return on investment?
1 real search · 1 real-search pass
Meta ads budget scaling increase 15% 20% learning phase guidance small businessGoogle ↗
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
Meta ads budget scaling increase 15% 20% learning phase guidance small business Google ↗
- How to increase your Facebook ads budget safely · variafy.com
- How to Scale Facebook Ads Without Resetting Learning · relevantaudience.com