Overview
Engineer pages so AI answer engines can extract, quote and attribute a self-contained claim to you.
Business problem
Pages answer the question but are not structured to be lifted into an AI answer with attribution.
Decision supported
How to restructure a page to raise its Citation Readiness Index.
Inputs & outputs
Inputs
- Target question
- Current page
- Competitor citations
- Corroborating evidence
Outputs
- Answer-first rewrite
- Citation Readiness Index
- Extractable claim set
Step-by-step process
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1
Answer first
Lead with a direct, self-contained answer to the question.
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2
Make claims liftable
Write claims that stand alone without surrounding context.
-
3
Corroborate
Support claims with data, sources and named expertise.
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4
Attribute
Signal authorship and origin so the engine can credit you.
Maturity model
-
L1
Prose
Answer buried in narrative.
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L2
Structured
Headings and lists aid extraction.
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L3
Answer-first
Liftable claims lead each section.
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L4
Cited
Engines quote the page with attribution.
KPIs
- Citation Readiness Index
- AI citation frequency
- Passages quoted
Common mistakes
- Burying the answer
- Claims that need surrounding context
- No corroboration or attribution
SearchScore insight
Recommended next steps
Where this fits - and what's next
The SearchScore path from a problem you feel to visibility you can measure.