Real ChatGPT answer · index seed5G5j4JW7ojocompleteMarketing and advertising · affiliate marketinglocal

How do I properly structure a CBO budget increase when scaling Facebook ads campaigns without resetting the machine learning phase?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I properly structure a CBO budget increase when scaling Facebook ads campaigns without resetting the machine learning phase?
2 real searches · 1 real-search pass
Meta Ads learning phase significant edits budget increase 20 percent CBO official Meta documentationGoogle ↗
OBSERVEDConsequence
Meta Advantage campaign budget scaling budget increase learning phase significant edit Meta 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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Meta Ads learning phase significant edits budget increase 20 percent CBO official Meta documentation Google ↗
Meta Advantage campaign budget scaling budget increase learning phase significant edit Meta official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Meta Ads learning phase significant edits budget increase 20 percent CBO official Meta documentation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Meta Advantage campaign budget scaling budget increase learning phase significant edit Meta official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1