Real ChatGPT answer · index seedxgSxEdUdM3kcompleteMarketing and advertising · ad platformscomparison
We need to scale a winning Facebook ad set right now without ruining the CPA, so is the 20 percent budget increase rule still safer than duplicating the ad set into a brand new campaign today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to scale a winning Facebook ad set right now without ruining the CPA, so is the 20 percent budget increase rule still safer than duplicating the ad set into a brand new campaign today?
1 real search · 1 real-search pass
Meta Ads budget scaling 20 percent rule ad set duplication learning phase 2026 best practicesGoogle ↗
OBSERVEDInstruction
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 20 percent rule ad set duplication learning phase 2026 best practices Google ↗
- Meta Platforms Inc. (via Public) / The importance of the learning phase · ebs.publicnow.com
- How to scale Meta ads without resetting the learning phase (2026) · adrio.ai
- How to Approach Scaling · jonloomer.com
- Should You Duplicate Ad Sets when Scaling? · jonloomer.com
- How to increase your Facebook ads budget safely · variafy.com