Real ChatGPT answer · index seed3ryGOl2NHYccompleteMarketing and advertising · marketing agencieshowto
Can you give me a checklist for scaling facebook ad spend by twenty percent every few days without resetting the learning phase
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a checklist for scaling facebook ad spend by twenty percent every few days without resetting the learning phase
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 learning phase significant edits budget increase 20 percent official guidance budget changes Google ↗
Meta ads learning phase budget increase 20% rule 2026 scaling best practices Google ↗
- How to scale Meta ads without resetting the learning phase (2026) · adrio.ai
- Updates to Meta Ads Budgeting · jonloomer.com
- Meta Platforms Inc. (via Public) / The importance of the learning phase · ebs.publicnow.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta ads learning phase significant edits budget increase 20 percent official guidance budget changes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Meta ads learning phase budget increase 20% rule 2026 scaling best practices OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |