Real ChatGPT answer · index seed3i8MKbbTj1YcompleteMarketing and advertising · social media marketingcomparison
Should I spend my family budget on Facebook ad retargeting or lookalike audiences to sell our homemade crafts this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I spend my family budget on Facebook ad retargeting or lookalike audiences to sell our homemade crafts this year?
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 for Business retargeting custom audiences lookalike audiences best practices 2026 small business ecommerce Google ↗
Meta Advantage+ audience custom audience retargeting lookalike audiences official guidance Google ↗
- Defining your ad audience : Learn new skills to build your brand or business · facebookblueprint.com
- A Guide to Meta Ads Targeting in 2026 · jonloomer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta for Business retargeting custom audiences lookalike audiences best practices 2026 small business ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Meta Advantage+ audience custom audience retargeting lookalike audiences official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |