KGMID SEO

KGMID and Knowledge Graph: a glossary

ECHO framework

Also written as Entity, Corroboration, Hooks, Output.

What is ECHO framework?

ECHO is a four-stage methodology for building visibility inside AI search, covering Entity, Corroboration, Hooks and Output, and it is run as a sequence rather than picked from.

Who uses the term ECHO framework?

ECHO was created by Peter Victor Jones, one of this book's authors, and is used in his own practice and training.

It is one of several named frameworks in this book, alongside the entity stack and the technical-analysis measures in Chapter 16.

ECHO orders the work. Most SEO checklists are menus, which is precisely the failure it is designed to prevent.

Its first stage, Entity, is the same work Chapter 6 calls the entity home. ECHO's contribution is insisting nothing later matters until that stage is done.

What does KGMID SEO: Claim Your Entity Before Google Defines It for You say about ECHO framework?

The book presents ECHO as a sequence, not a menu, and its chapter says so in the section heading. The reasoning is that corroboration, hooks and output all depend on an entity that has been defined first, so running them out of order spends budget on amplifying something the machines cannot resolve.

Read about the book's argument.

Related terms

  • Share of Answer

    Share of Answer is the proportion of AI-generated answers to a set of relevant questions in which a brand is named, used as a visibility measure in place of ranking position.

  • Entity home

    An entity home is the single page on a site you control that states the complete, authoritative truth about your entity, and it is the anchor every other signal resolves against.

  • Corroboration

    Corroboration is agreement between independent sources on the same claim about an entity, and it is what promotes a claim into a fact the Knowledge Graph will hold.

  • Entity Confidence

    Entity Confidence describes the degree of certainty a knowledge system holds about an entity's attributes, and it is the metric this book optimises throughout.