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Seen is not chosen

Oct 27, 2026 | Business

TalkTalk was the most visible broadband brand to AI and among the least recommended. Why being findable is no longer enough.

Alex Myers put a quiz on the screen near the end of aiblLIVE in London on 20 October. Three UK broadband brands, their names hidden. For each one, two numbers.

The first was how visible the brand was to AI, out of 100. Could the machine find it, read it and understand it? The second was how often the AI actually recommended it, across 500 answers to broadband questions.

Brand A: visible 72, recommended 3.2% of the time.

Brand B: visible 62, recommended 27.7% of the time.

He revealed them. Brand A was TalkTalk. Brand B was BT.

His caption said it all. "The most visible of the three. The least recommended."

What the slide showed

A quick health warning before going further. These numbers come from Manifest's own research tool, which is the product Alex's company sells. His own slides call the work correlational and directional, so read it as a strong hint.

But the pattern was striking, and it ran right across his research. He showed a chart of UK brands, with visibility to the machine along one axis and how often AI recommends them up the other.

In one corner sat brands like Tesco Mobile, Pizza Hut and TalkTalk. In Alex's words, "the machine has read everything they published. It does not bring them up."

In the other were brands like Zen Internet, Pipedrive, Polestar and M&S. They hadn't done anything special to be read by AI. "People talk about them," his slide said, and so the AI recommends them.

The headline on that chart is the title of this post. Seen is not chosen.

Why it hit home for me

I've spent a lot of my career on the "seen" side of that chart. Getting websites built, getting pages found, getting the right words in the right places. All of that still counts. If a machine can't read you, it can't recommend you.

But being findable has always been the start of the job, and plenty of businesses treat it as the finish. They get the site live, tick the SEO boxes and then wonder why the phone doesn't ring.

This slide showed the same thing happening with AI, only more so. You can be perfectly visible and still be passed over. The machine is looking for the same thing a person is: who people trust, who they talk about and who they'd send a friend to.

For small businesses, I think that's the real lesson. Most are still chasing visibility and leads, and very few are working on the reputation that turns visibility into a recommendation.

What being chosen looks like

So what puts a business in the "chosen" corner? Alex's answer was culture and reputation. The things other people say about you, in places you don't control.

For a small business that might be reviews that tell a story, rather than a row of five stars and "great service". Local press. A community you're part of. Customers who bring you up without being asked.

None of that happens in a weekend. It builds up over years.

Picture being the business AI keeps recommending, even when you're not the one shouting loudest.

You'd spend less fighting for attention, because the attention would come to you. You'd win work from people who'd already been told you were good before they got in touch. That's a very different first conversation.

If you're curious where you sit, ask ChatGPT, Copilot or Gemini to recommend a business like yours in your area, in a few different ways. The interesting part is who comes up, and why it says it picked them. Which corner of Alex's chart do you think you'd land in?

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