Bell Light is the AI visibility diagnostics and intelligence layer behind your marketing team.

I continuously investigate how AI understands, represents and recommends your company, then work out what actually matters, what can be ignored, and where your team should focus its attention next.

You get evidence-backed findings and clear recommendations. Your team decides what to do with them.

Discover critical issues that need attention

It could be a feature that drives a large share of customers but AI almost never mentions it. A positioning change that AI hasn't yet fully picked up on. Or a competitor being preferred for a reason that is no longer true.

A large part of my tests focuses on diagnosing weaknesses in the infrastructure behind your AI visibility: issues that could hurt how AI understands or recommends the business.

See the biggest marketing priorities

Not every issue deserves the same response. My insights help turn findings into an actual order of operations: what needs attention now, what matters but can wait, and what probably isn't worth working on at all.

Find untapped opportunities

AI doesn't always get things right. That could lead to issues like being absent in a buying situation where you should be appearing, a product capability that AI only partially associates with you, or a competitor weakness that creates room for you.

Get recommendations for what to do next

I think, judge, and explain what your team should do about each important finding.

That might mean changing positioning, clarifying a capability, strengthening a page, changing something in the wider information environment around your business, addressing a misconception externally, or testing whether a different response would move the needle.

What you actually get

Each month, you get a concise intelligence report based on the investigations I've run.

For every important finding, I show you:

• The issue or opportunity I researched
• The evidence behind my findings
• Why I think it matters commercially
• How urgent I think it is
• What I recommend you should do about it

If an investigation turns out to be a dead end, I say that too. After all, sometimes knowing that something isn't worth fixing is just as useful as finding something that is.

The goal is that someone on the marketing team can read the report and immediately know: these are the things we should consider working on next.

What Bell Light might uncover

Bell Light investigations are different for every company, but these are the kinds of things I might uncover:

• A major product feature that drives customer choice but barely appears in AI recommendations.
• AI still positioning the company for an old category or previous version of the product.
• A competitor being recommended over you for a reason that is outdated, incorrect or no longer commercially relevant.
• Important buying situations where your product should be considered but simply isn’t appearing.
• AI repeatedly describing the product in a way that doesn’t match how customers actually think of it, or buy or use it.
• A misconception that is showing up in AI answers.
• Sources influencing AI recommendations that contain outdated or incomplete information about the business.
• A visibility problem that looks worrying but turns out not to matter commercially at all.

Some of these require action. Some don’t. My job is to work out which is which, and what to do about those that matter.

Built for investigation, not just monitoring

Bell Light combines structured testing with human analysis to continuously diagnose your AI visibility.

I design tests around specific questions about your business, then work through the results myself to look for patterns, inconsistencies, problems and opportunities that deserve further investigation.

The tests provide the evidence. The analysis is what turns that evidence into findings.

And I don't look only at what AI says. I look at the wider information environment shaping those answers: your positioning, product messaging, external sources, category associations, competitive context and other signals surrounding the business.

And because each investigation is designed around your company, what I uncover in one test often determines what I investigate next.

The goal isn't simply to observe your AI visibility. It's to keep finding things about it that your team needs to know.

Who Bell Light is for

Bell Light works best for companies that already have a capable marketing team and take AI visibility seriously.

• You don't need somebody to explain why AI matters or show you another visibility score.
• You need help working out what the findings actually mean, what deserves attention, and what your team should work on next.
• And your team has the capacity to act when something important turns up.

Who’s behind Bell Light

Hi, I’m Pawel. I’m an independent consultant from Ireland.

I’ve spent the last 15 years helping software companies build and grow their organic visibility by diagnosing what isn’t working, clarifying positioning and figuring out what actually deserves attention.

I believe AI is becoming another salesperson for your business. It talks about your product, recommends and explains it, compares it with alternatives, and helps customers decide whether to buy it or not.

And if that’s the case, somebody needs to keep checking what that salesperson is actually saying.

That’s why I launched Bell Light.

Learn more about me ->

What happens first

I start by learning the business properly: what you sell, what customers buy you for, what matters commercially, where you win and lose, what people misunderstand, who you compete with and what is changing.

Then I establish a baseline of how AI currently understands, represents and recommends the company, and diagnose the most important weaknesses and gaps in the infrastructure behind that visibility.

From there, I identify the first questions worth investigating and Bell Light moves into the ongoing cycle of testing, analysis and recommendations.

Interested in Bell Light?

If this sounds useful, leave your details below and I'll send you the introduction pack with more details.

Looking forward to hearing from you,

Pawel