Certification Module GEO & AI Search

Lesson 7: Citation Engineering

The learner can engineer content that AI engines select and quote as a trusted source.

ID
SS-CE-007
Confidence
Emerging · 55
Evidence
Emerging
Updated
2026-07-08

Overview

The learner can engineer content that AI engines select and quote as a trusted source.

Expert level

Learning objectives

  • Structure passages to be extractable and citable by AI answers
  • Build the evidence and trust surface that grounds a citation
  • Raise a page's citation readiness and prove the improvement

Lesson outline

  • What makes a source citable to a language model
  • The Citation Engineering Framework step by step
  • The Evidence Ladder: claims, sources and verifiability
  • Trust Surface Engineering across a page and domain
  • Measuring citation readiness and iterating

Recommended next steps

    Apply the method Citation Engineering Framework Framework See the wider capability Citation Engineering Capability