Real ChatGPT answer · index seedY6fLVCvyIGccompleteMarketing and advertising · ad platformscomparison
We need to lower our cost per acquisition on Meta before end of month reporting tomorrow, so is implementing CBO better than keeping ABO for a mid sized budget right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to lower our cost per acquisition on Meta before end of month reporting tomorrow, so is implementing CBO better than keeping ABO for a mid sized budget right now?
2 real searches · 1 real-search pass
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)
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 campaign budget optimization Advantage campaign budget vs ad set budget latest guidance 2026 Google ↗
Meta Advantage campaign budget CBO vs ad set budget ABO best practices 2026 CPA mid sized budget Google ↗
- Meta Platforms Inc. (via Public) / How to manage your spend across Meta ads · publicnow.com
- Campaign Budget vs Ad Set Budget: CBO or ABO? · adwize.ai
- Ad Set Spend Limits and CBO · jonloomer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Ads campaign budget optimization Advantage campaign budget vs ad set budget latest guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Meta Advantage campaign budget CBO vs ad set budget ABO best practices 2026 CPA mid sized budget OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |