Expert bylines for GEO: attach the claim to a person who can own it

Use a byline for accountability, not for decoration

Put a person or a clearly named desk on advice that could be wrong in a costly way. Link to a bio that says what they practise. ‘Editor’ with no page is a label, not an expert.

The bio should mention the relevant work: audits, migrations, local projects. A hobby list does not support a technical claim.

Keep the byline consistent with the entity

The same person should not be ‘founder’ on one page and ‘guest’ on another for the same body of work. Consistency is how a system connects articles into an entity.

Person markup can mirror the visible name and URL. It should not invent credentials.

• Named author on high-stakes pages.
• Bio that matches the topic.
• Same name across the cluster.

Do not buy the appearance of expertise

A stock photo and a generated bio are easy for a careful reader to smell and useless as evidence. If nobody wants to sign the page, the page is not ready.

When the expert leaves, keep the historical byline and note the date. Silent replacement rewrites the record answer engines may already have quoted.

Do bylines increase AI citations?

They help when the answer needs a responsible source. They do not lift a vague page. The claim still has to be clear.

Can an organisation be the author?

Yes, if the organisation is the real accountable publisher and the about page explains its role. Do not invent a person.