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Vibe is the Voice.
Generative Engine Optimization research found that adding cited, verifiable statements can improve visibility for lower-ranked domains by up to 115% in tested answer-engine contexts [1].
The same Princeton-led benchmark reports that statistical additions can lift source visibility by 33%, while authoritative quotations can lift visibility by 41% [1].
Hokvibe applies that retrieval logic to social drafts: each generation starts from a clear claim, adds useful context, and keeps platform formatting separate from the user's core idea.
[1] Aggarwal et al., Generative Engine Optimization, Princeton NLP, 2023.
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