Real ChatGPT answer · index seedJQO0oKx8M3IcompleteMarketing and advertising · affiliate marketinginformational
What budget should a college graduate set aside for testing new Facebook ad variations before finding a winning campaign for an affiliate product?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What budget should a college graduate set aside for testing new Facebook ad variations before finding a winning campaign for an affiliate product?
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 official learning phase budget ad set 50 optimization events 7 days budget guidance creative testing 2025 Google ↗
affiliate marketing Facebook ads testing budget CPA break even commission creative testing guide Google ↗
- Facebook ad testing budget: how much to spend per creative test · mockingbirdhouse.com
- Facebook Ads Testing Budget: How Much per Creative? (2026) · ad-radar.dev
- Understanding and optimizing your ad campaign · developers.meta.com
- Facebook Ads and the Learning Phase · jonloomer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Ads official learning phase budget ad set 50 optimization events 7 days budget guidance creative testing 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
affiliate marketing Facebook ads testing budget CPA break even commission creative testing guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |