What Do AI Agents and AI Platforms Think Your Business Does? | Ep.290

Do you know what AI agents and AI platforms think your business does?

Both AI agents and AI platforms can form a picture of your business from the information available about you online.

The important question is whether that picture actually matches the company you run today.

A business can evolve a lot faster than its online presence. You may have added new services, changed your ideal customer, expanded into a different market, or developed a specialty that now matters much more than it did a few years ago.

But if the information across your website, business profiles, and published content has not kept up, AI may still associate your company with an older or incomplete version of the business.

00:00 What do AI agents and AI platforms know about your business?

01:12 AI visibility in 2026

02:14 Is AI showing outdated Information about your business?

03:08 Three questions to evaluate AI’s knowledge of your business

04:07 Identify what AI agents and AI platforms misunderstands about your business

05:08 Trace the gaps to improve AI perception of your business

06:20 How to improve your AI visibility

07:38 Practical next steps To get found by AI

How AI Agents and AI Platforms Learn About Your Business

AI agents and AI platforms learn about your business from what they can find publicly online: your website, your content, your business profiles, and other sources that mention your company online.

The problem is, if that information is outdated, incomplete, or inconsistent, they can end up with the wrong picture of what your business actually does today.

They might miss a new service you’re trying to grow, misunderstand the type of customers you want to work with, or keep associating your company with something you stopped doing years ago.

So in this episode, I’m going to show you how to check what AI platforms and AI agents seem to understand about your business, where that understanding may be wrong or incomplete, and what you can do to start improving it right now.

AI Visibility Starts With Understanding Your Business

A lot of the AI visibility conversation in 2026 has focused on whether a business gets mentioned, cited, or recommended.

But before any of that happens, AI systems first have to understand what the business actually is.

Think about your own company. Maybe you recently added a new service, moved into a different market, or became much more specialized than you were a few years ago.

So ask yourself: Did the information online change with you?

Because AI platforms and AI agents are working from whatever information they can find. They are not sitting inside your company hearing how you explain the business every day.

This is also part of why I’ve been building around Podcast-Powered AI Visibility. A solo video podcast, along with the content created around it, gives you a way to keep putting current information about your knowledge and expertise out into the world.

But this episode isn’t just about podcasting. It’s about finding out whether the picture AI has of your business actually matches the business you run today.

AI Can Be Mostly Right and Still Miss the Point

So let’s say you own a manufacturing company that has been around for twenty years.

For a long time, the company was known for general fabrication work. Over the last few years, you invested in new equipment and developed a much more specialized capability that has become an important part of the business.

Now you ask ChatGPT what the company does and it gives you the older, broader description. Technically, the answer may still be true. You probably still do some of that work.

But if somebody read that answer and knew nothing else about the company, would they understand what you really do today? That’s the gap I care about.

The same problem can happen with a local service company that has moved upmarket or a professional firm that has developed a specialty but still looks very generic online.

You don’t need every AI-generated answer to describe your company exactly the way you would.

But the overall picture should be close enough that the parts of the business that matter are actually showing up.

Make AI Explain Your Business Back to You

And one of the easiest ways to check this is to make AI explain your own company back to you.

I would start with three basic questions: “What does this company do?”, “What does this company specialize in?”, and “Who does this company appear to serve?”

Then make the questions more specific to the business.

If you’re local, include your market or service area. If you’re B2B, ask about the capability or type of customer that matters most to you.

Now read the answers like a business owner, not like somebody grading an AI visibility score.

Does this sound like the company today? Is it focusing on the right part of the business? Is something important completely missing?

Run basically the same test in ChatGPT, Google, and another platform you use.

And think about AI agents too. If an AI agent is searching for information or recommendations and it has no background on your company, would the public information it finds make your relevance obvious?

That tells you a lot more than simply checking whether your company name appears somewhere in an answer.

What AI Leaves Out May Be the Bigger Problem

Obviously, pay attention when AI gets something factually wrong.

If an AI-generated answer has your location wrong, mentions a service you stopped offering, or confuses you with another business, that needs attention.

But I think incomplete information can be even more interesting.

Let’s say a roofing company does residential and commercial roofing, but the AI platforms almost always describe it as a residential roofing company.

There may not be anything false in the answer.

That’s technically not wrong, but it just isn’t the whole company and it’s misrepresenting all the services you offer.

And if commercial roofing is an important part of where that business is going, that missing piece matters.

The same thing could happen with geography or a specialty. Maybe you serve a much larger area than AI appears to understand, or you have a capability that rarely comes up even though it separates you from a lot of your competitors.

So when you look at these answers, I would pay attention to both sides of it: what AI gets wrong and what it consistently leaves out. Sometimes the missing information tells you more than the mistake.

Trace AI Understanding Gaps Back to the Information

Now once you find something that looks weak, go see whether the public information actually supports what you want AI systems to understand.

Start with the information you control: your website, your company profiles, and the content you’re publishing.

Does your website reflect the business as it exists today? Do your public profiles describe it the same way? Is there enough useful content around the services or expertise you actually want to be known for?

This is where I think the exercise gets valuable.

You might assume ChatGPT, Perplexity, or another AI platform is overlooking something obvious about your company, and then realize you barely explain that part of the business yourself.

Maybe there’s one sentence about it buried on a page somewhere. Maybe you’ve talked about it in a video, but there isn’t enough written context around the video for somebody to immediately understand why it matters. Or maybe you’ve changed the direction of the company but half of the public information still sounds like the old business.

Now you have something useful to work with. So instead of trying to reverse engineer one strange AI answer, you’ve identified a real information gap around the company.

Make Your Business Easier for AI to Understand

So now that you know where the gaps are, make a plan and fix the information. Strengthen those important service pages on your website, update your outdated company description, and start making useful and consistent content around the products or services you offer and who your ideal customers are.

This is also where Podcast-Powered AI Visibility fits naturally into what I’m doing. Take me for example. If I want to build more information around a service that I offer, I create multiple podcast episodes with educational content that explains in detail the problem and the solution.

Then I turn that podcast episode into a page on my website that includes the entire episode transcript and is structured in a way for both humans and machines to read and understand.

And by doing this every week, I’m not just claiming expertise somewhere on a services page.

I’m actually putting useful information behind it, in my own words, based on something I know from experience, and the results I’ve gotten.

The podcast isn’t the strategy by itself. It’s just one way to create original content that helps build clarity around the business.

Then I’d go back later and run the same questions again. Not because I expect every answer to suddenly change, but because I want to see whether the picture starts getting more accurate over time. That’s the progress I would be looking for.

Check What AI Understands About Your Business

So now take your own company and try this. Go on Google, ChatGPT, or another AI platform and ask questions about what your business does, what it specializes in, and what types of clients it appears to serve. Then compare those answers with the company you actually run today.

If there’s a gap, figure out whether the information is wrong, outdated, or simply missing, and start with the ones that matter most.

Because AI visibility isn’t only about getting your company mentioned somewhere. AI platforms and AI agents need enough clear information to discover your business, understand what you actually do, and trust that information enough to potentially recommend you when you’re relevant.

And if you want a broader look at how visible your business is to AI platforms, take the AI Visibility Assessment at BillCorcoranJr.com/assessment. It takes about three minutes and can help you identify gaps in your website and content so you have a better idea of what to work on next.

If you found this episode useful, send it to another business owner it might help. And if you have any questions for me, drop ’em in the comments, send me a DM on Instagram @billcorcoranjr, hit me up on LinkedIn or drop me a line at BillCorcoranJr.com.

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AI visibility gets your business discovered. This episode looks at what happens next and whether AI agents have enough information to evaluate your company and take action.

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