Link Building in the Era of AI

Link building in AI search: a glossary

Surrounding content

What is Surrounding content?

Surrounding content is the text on a third-party page around a mention of your brand, which determines what a machine reading that page learns about you.

Who uses the term Surrounding content?

The phrase is used descriptively across SEO. This book gives it a specific weight by making the accuracy of that content, rather than its existence, the thing that decides a placement's value.

In information retrieval the equivalent idea is context: the passage a mention sits in is what gets embedded and retrieved, not the link.

Surrounding content is what the page says. Anchor text is what the link says. The first is a paragraph, the second is a phrase, and the book argues the paragraph now carries the weight.

Content quality is usually assessed for the reader. Surrounding content here is assessed for accuracy about you specifically, which is a narrower and harsher test.

The book gives this its own chapter and calls it the one that decides whether everything else compounds or curdles. It notes the failures are rarely malice: a trimmed bio that breaks the founder attribution, a truncated directory description, a 2019 placement still describing the company before the pivot. Its closing line is that accuracy was always polite, and is now load-bearing.

Read about the book's argument.

Related terms

  • Anchor text

    Anchor text is the visible clickable text of a link, historically engineered to contain a target keyword because search engines used it as a relevance signal.

  • Witness statement

    A witness statement is this book's term for a link once the surrounding page is read rather than counted: the value sits in what the page says about you, not in the link itself.

  • Machine-read testimony

    Machine-read testimony is the body of statements about a brand that AI search systems actually read and weigh, as distinct from the links they were once assumed to count.

  • Brand mention

    A brand mention is any reference to a brand on a third-party page, whether or not it carries a link.