ContentNovel information

Information gain

The amount of genuinely new information a document adds beyond what the user has already seen in other results for the same query.

In full

The term entered SEO vocabulary via a Google patent describing scoring documents for additional information relative to those already presented. Whether or not that specific mechanism is live, the principle is directly useful: a page that only restates the consensus of the top ten results gives a search engine no reason to add it, and gives a generative system nothing distinct to cite. Original data, first-hand testing, expert interviews and unique synthesis are the practical sources of gain.

Example

A review adds bench measurements no other outlet publishes, which competitors then cite — a citable, non-commodity contribution.

Related terms

E-E-A-T

The framework in Google's Search Quality Rater Guidelines for assessing page quality: Experience, Expertise, Authoritativeness and…

Citation share

The proportion of AI answer citations across a tracked prompt set that point to a given domain, used as the AI-era analogue of ranking…

Topical authority

The degree to which a site demonstrates comprehensive, credible coverage of a subject area rather than isolated pages on scattered topics.

Content refresh

Substantively updating an existing page — new data, corrected facts, restructured sections — to restore or improve its relevance and…