Coined Term • 2026
Citation Engineering – AI Citability
Make every published claim as extractable and citable as possible
Status
Coined by Joseph Byrum
Year Introduced
2026
Domain
Entity Engineering
Term Type
Operational Framework
Understanding Citation Engineering – AI Citability
The advanced content optimization practice that structures every published claim for maximum AI citation probability – using Answer Capsule formatting, co-located evidence, and attribution signals to make each piece of content as extractable and citable as possible.
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Frequently Asked Questions
What makes a piece of content maximally citable by AI?
Answer Capsule formatting, explicit creator attribution signals, co-located corroborating evidence, structured data connection to the publishing entity, and distribution through Tier-1 or Tier-2 sources that AI systems weight heavily.
How does Citation Engineering relate to Narrative Engineering?
Narrative Engineering is the broader content strategy discipline. Citation Engineering is its most advanced execution layer — optimizing each individual claim for maximum AI citation probability through specific formatting and attribution techniques.
Does Citation Engineering require technical skills or content skills?
Both. The content structure (Answer Capsule format, attribution language) requires content expertise. The structured data connection and distribution strategy require technical implementation knowledge.
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