Product Feature GEO & AI Search Beta

Citation Readiness Index

Measures how well a page is engineered to be quoted by an AI answer.

ID
SS-FE-008
Confidence
Established · 80
Evidence
Established
Updated
2026-07-08

Overview

Measures how well a page is engineered to be quoted by an AI answer.

beta

What it does

The Citation Readiness Index scores pages on the attributes that make content citable: a clear answer-first passage, verifiable claims, named entities, structured data and supporting evidence. It pinpoints the specific edits that raise the odds of being selected. Readiness is tracked over time so improvement is provable.

Why it matters

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