Real ChatGPT answer · index seedVFtjT2jPSaIcompleteMarketing and advertising · ad platformscomparison
How precise is X formerly Twitter ad targeting using keyword and follower lookalikes for a niche business operating in the United States?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How precise is X formerly Twitter ad targeting using keyword and follower lookalikes for a niche business operating in the United States?
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
X Ads keyword targeting official documentation keyword targeting follower lookalikes follower targeting 2026 Google ↗
X advertising follower lookalike targeting how it works audience targeting official Google ↗
- Keyword targeting · help.x.com
- Interest and follower look-alikes targeting · help.x.com
- Bidding and auctions FAQs · help.x.com
- Audience Expansion · help.x.com
- Custom Audiences · help.x.com
- Drive performance · marketing.x.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
X Ads keyword targeting official documentation keyword targeting follower lookalikes follower targeting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
X advertising follower lookalike targeting how it works audience targeting official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |