Real ChatGPT answer · index seedYfls8Nn5iXUcompleteMarketing and advertising · marketing agenciescommercial
We are a growing marketing firm trying to figure out the best practices for scaling Facebook ad spend past ten thousand dollars a month.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are a growing marketing firm trying to figure out the best practices for scaling Facebook ad spend past ten thousand dollars a month.
3 real searches · 1 real-search pass
Meta for Business learning phase 50 optimization events 7 days budget changes official guidanceGoogle ↗
OBSERVEDInstruction
Meta ads Advantage+ campaign budget creative diversification Conversions API best practices 2026Google ↗
OBSERVEDReason
Meta advertising scaling budget increase performance best practices agency creative testing 2025 2026Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Meta for Business learning phase 50 optimization events 7 days budget changes official guidance Google ↗
Meta ads Advantage+ campaign budget creative diversification Conversions API best practices 2026 Google ↗
Meta advertising scaling budget increase performance best practices agency creative testing 2025 2026 Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta for Business learning phase 50 optimization events 7 days budget changes official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Meta ads Advantage+ campaign budget creative diversification Conversions API best practices 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Meta advertising scaling budget increase performance best practices agency creative testing 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |