Real ChatGPT answer · index seedVfxwgRdKtrwcompleteMarketing and advertising · affiliate marketingcommercial
How do I scale my Facebook ads campaigns for my affiliate funnel without risking the grocery money if the algorithm changes tomorrow?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I scale my Facebook ads campaigns for my affiliate funnel without risking the grocery money if the algorithm changes tomorrow?
1 real search · 1 real-search pass
Meta Ads official learning phase significant edits budget changes campaign performance best practices affiliate advertising policiesGoogle ↗
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 official learning phase significant edits budget changes campaign performance best practices affiliate advertising policies Google ↗
- Understanding and optimizing your ad campaign · developers.meta.com
- Meta Platforms Inc. (via Public) / The importance of the learning phase · ebs.publicnow.com
- Meta Ads learning phase: which edits reset it · changeline.app