Not Those Brand Mentions - The "Other" Brand Mentions

Welcome to the Workhacker podcast. I’m your host, Rob Garner.

Today we’re talking about something that’s been hiding in plain sight for years, but is becoming far more important in the age of AI-driven search and large language models.

Not those brand mentions. The "other" brand mentions.

For a long time, search engines like Google were heavily dependent on backlinks. Links were the currency of authority. If a high-quality site linked to you, that passed value. Enough of those links, and your rankings improved.

That system made sense. Links were structured, measurable, and relatively easy to quantify.

But here’s what’s changed.

Large language models—like OpenAI’s GPT systems—don’t “see” the web the same way. They aren’t crawling for links in the traditional sense. They’re learning from vast amounts of text, patterns, and relationships between entities.

And in that world, a mention matters. A lot.

If your brand is consistently mentioned in authoritative contexts—news articles, expert blogs, forums, transcripts, podcasts—that creates a kind of distributed authority signal. Not a hard backlink, but a soft one. A contextual one.

Think of it as reputation by repetition.

If enough credible sources talk about your brand in meaningful ways, the model begins to associate your name with specific topics, categories, and levels of trust. It doesn’t need a hyperlink to understand that relationship.

Now, here’s where things get a little confusing—and where a lot of people are getting it wrong.