Real ChatGPT answer · index seedEVh4xRfGcYMcompleteMarketing and advertising · social media marketinginformational
What advanced targeting parameters on Twitter X ads are currently delivering the highest engagement rates for software developers and IT decision-makers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What advanced targeting parameters on Twitter X ads are currently delivering the highest engagement rates for software developers and IT decision-makers?
1 real search · 1 real-search pass
X Twitter Ads targeting options 2026 keywords follower lookalikes conversation targeting software developers IT decision makers engagement benchmarksGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
X Twitter Ads targeting options 2026 keywords follower lookalikes conversation targeting software developers IT decision makers engagement benchmarks Google ↗
- Keyword targeting · help.x.com
- Interest and follower look-alikes targeting · help.x.com
- X Ads glossary · help.x.com
- Post engager targeting · help.x.com
- Website Activity Custom Audiences · help.x.com
- Custom Audiences · help.x.com
- Optimized Targeting · help.x.com
- Audience Expansion · help.x.com
- Intro to campaign optimization · help.x.com
- Bidding and auctions FAQs · help.x.com
- Campaign dashboard · help.x.com