Real ChatGPT answer · index seedWFM3yogJZGccompleteMarketing and advertising · ad platformsinformational
Should I switch my Facebook ad campaigns to advantage plus shopping or stick with manual audience targeting to protect my small profit margin?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I switch my Facebook ad campaigns to advantage plus shopping or stick with manual audience targeting to protect my small profit margin?
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 Advantage+ shopping campaigns manual audience targeting performance controls 2026 official Meta Google ↗
Advantage+ shopping campaigns vs manual targeting ecommerce profit margins ROAS testing 2026 Google ↗
- Advantage+ Shopping campaigns in 2026: an operator’s guide · adsrunner.com
- Advantage+ Shopping Campaigns in 2026: Auto or Manual? · marpany.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Advantage+ shopping campaigns manual audience targeting performance controls 2026 official Meta OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Advantage+ shopping campaigns vs manual targeting ecommerce profit margins ROAS testing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |