Improving AI visibility, measured instead of guessed at

AI visibility is how often assistants name you when buyers ask. You cannot improve a number you are not watching, so PuffinScout starts by measuring it across your category, then turns each gap into a specific thing to do.

Visibility is a number you have to watch to move

Improving AI visibility starts with an uncomfortable step: measuring it, so the work stops being a feeling. PuffinScout asks the buying questions in your category on a schedule and records, for each one, whether the answer names you, names a competitor, or names neither. That last group, the questions where nobody in your set is mentioned, is usually the most useful, because it is open ground rather than a fight you are already losing.

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Every gap points at a source, and a source is actionable

A visibility number on its own is just a scoreboard. What makes it improvable is the source list under each answer: the pages the assistant read to decide. When you can see that a rival keeps getting named because the same guide and the same thread keep carrying them, the improvement is no longer vague. It is a short list of specific pages to earn a place in, ranked so you know which one to start with.

1reddit.com › r/smallbusiness 2a category buying guide 3a roundup review
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The loop, run on a cadence you can see

Improvement is a loop, not a launch: measure, act on one source, re-measure, and keep the ones that moved. PuffinScout re-reads your priority questions every week and the wider set on a slower cycle, so a change shows up on a schedule instead of a hunch. Nothing here claims a change causes a mention; it shows the same question before and after you acted, checked the same way both times, and lets the honest comparison stand.

Common questions

What is AI visibility, in plain terms?

How often AI assistants name your brand when someone asks a buying question in your category. Not a search ranking and not ad spend, just whether the written answer says your name, counted the same way across the questions you track.

How do I improve it?

Measure it first, so you can see the exact questions where you are absent and which sources named a rival instead. Then act on those sources, a page to strengthen or a thread to join, and re-check the same questions to confirm it moved.

Can you promise my visibility will go up?

No, and anyone who does is guessing. What an answer names is the engine’s call. We show you where you stand, what shaped it, and whether it changed after you acted, honestly, including the times it did not.

How is this different from SEO?

SEO is about where a page sits in a list of links. AI visibility is about whether the written answer names you at all, which is decided by what the assistant read, not by rank. The work overlaps, but the thing you measure is different.

Find the sources shaping your category

Run one free report and read the Reddit threads shaping your category, each with a suggested reply. No card, no Reddit login.

No sign-in to Reddit. Nothing is published without you. You post every reply yourself.