Can AI Tell Why My Business Is Different From My Competitors?

Most companies can tell you why they’re different from their competitors. Ask the leadership team and you’ll hear about experience, expertise, service, technology, culture or some combination of all five. Somewhere along the way, those differences usually get turned into positioning language and make their way onto the website.

I’ve been through enough branding exercises to know that companies can spend an incredible amount of time finding a more interesting way to say something their competitors are also saying. AI may force us to confront the difference between distinctive marketing and an actually distinctive business.

Ask an AI platform to compare your company with three competitors and you’re no longer asking whether it understands what you do. You’re asking whether the differences you believe you’ve built into the company are strong enough to survive comparison. I think that’s a much tougher and more useful test of positioning.

What Happens When AI Puts You Side by Side?

Customers have always compared businesses, but AI can now do a surprising amount of that work for them. Instead of visiting four websites and sorting through four versions of “why choose us,” someone can ask an AI platform to compare the companies, explain their strengths and weaknesses and suggest which might be better suited to a particular need. That puts AI in a very different position from traditional search, where much of the comparison still happened after someone clicked through to the websites.

We’re already seeing this behavior in B2B software. G2’s 2026 AI Search Insight Report, based on more than 1,000 B2B software buyers and decision-makers, found that 51% start their software research with an AI chatbot more often than Google. Comparing vendor strengths and weaknesses was also the number-one reason respondents said they use AI chatbots during software research. That’s one industry, so I wouldn’t apply those percentages to every buying decision, but the behavior itself is worth paying attention to.

Imagine asking AI to compare four Kansas City marketing agencies, law firms or technology companies. If the response tells you they all have experienced teams, provide customized solutions, care deeply about their clients and deliver results, we haven’t learned much. The problem may not be that AI failed to understand the companies. It may be that the companies haven’t given customers much meaningful differentiation to understand in the first place.

Sounding Different Isn’t the Same as Being Different

This is where positioning gets more interesting in an AI environment. A distinctive visual identity matters, good copy matters and a memorable tagline can absolutely help someone remember a company. But competitive positioning has to survive after the marketing language is stripped away. Otherwise, we’ve created a different way of describing the business without necessarily creating a meaningful reason to choose it.

Suppose two Kansas City engineering firms both claim deep healthcare expertise. One has completed dozens of healthcare projects, its leadership has spent years working in hospital design and healthcare represents a meaningful part of its business. The other lists healthcare alongside 14 other industries on its website. Both can legitimately say they serve healthcare, but when a customer asks which firm is particularly suited to a complex healthcare project, there is considerably more behind one position than the other.

Search Engine Land has examined this problem, arguing that interchangeable messaging across websites, profiles, reviews and content can lead AI systems toward similarly interchangeable summaries. That makes sense to me because AI has to find some basis for comparison. If every company describes itself with the same collection of words like innovative, strategic, experienced, customer-focused and results-driven, those words aren’t giving the system, or frankly the customer, much help.

For me, the more useful question for a leadership team is whether the differences you talk about internally are actually visible from the outside. If your differentiation only becomes clear after somebody reads your carefully written positioning statement, there may not be as much underneath the marketing language as you think.  

What If AI Thinks You’re Different for the Wrong Reason?

There’s another possibility that I find even more interesting: AI may distinguish your company perfectly well, just not for the reason leadership expects. Maybe you believe customers choose you because of strategic expertise, while AI consistently separates you from competitors because you’re local. Perhaps you’ve invested heavily in positioning around technology, but AI primarily talks about customer service. Or you see yourself as a premium provider while AI keeps comparing you on price.

I wouldn’t immediately assume AI has it right. These systems make mistakes, prompts affect responses and different platforms can reach different conclusions. But if the same distinction keeps appearing across AI systems, I’d want to understand where it’s coming from and whether customers might be seeing the company the same way.

That’s very different from asking whether AI knows your business exists. In our earlier article, What Does AI Say About My Business?, I argued that AI can expose a gap between the company leadership believes it has built and the company the outside world can actually see. This takes the idea one step further: once AI understands your company, does that understanding remain distinctive when you’re placed beside the alternatives?

Learn more: What Does AI Say About My Business?

What Happens When AI Helps Narrow the Choices?

The stakes become more interesting as AI moves further into purchasing decisions. Accenture surveyed 25,590 consumers across 16 countries in 2026 and found growing willingness to delegate parts of shopping and decision-making to AI agents. Its research argues that as agents become involved, brands will increasingly need to offer value that can be verified rather than simply promised.

There’s an important marketing lesson in that. For years, we’ve spent a lot of energy making the promise sound better. AI comparison puts more pressure on whether there’s something underneath that promise that actually separates one company from another. The language still matters, but it has a lot more work to do when customers can compare those promises side by side. 

This is also where I think the relationship between SEO, AEO and AI Authority becomes clearer. SEO can help a company become discoverable in traditional search, while AEO and GEO are increasingly concerned with how businesses surface in AI-generated answers. But AI Authority has to go further than simply appearing. If AI can find your company but can’t explain what meaningfully separates it from the alternatives, visibility alone hasn’t accomplished very much.

One exercise I’d suggest is asking several AI platforms to compare your company with the businesses you actually compete against. Give them a specific customer, problem or use case instead of asking a generic “who is better?” question, and then pay attention to the attributes AI chooses. Are those the things you thought made you different? Are they meaningful to customers? Do they remain fairly consistent across platforms and questions? Most importantly, would you be comfortable competing on those differences?

If several systems repeatedly identify the same competitive distinction, or fail to find one at all, that’s worth understanding. 

Good Positioning Should Survive Comparison

For years, marketers have spent a lot of time asking whether positioning is clear. I think AI adds a harder question: does it remain meaningful when the company is compared directly with the alternatives? Good positioning shouldn’t just sound different when it’s presented by itself. It should give a customer a reason to understand the company differently when several legitimate options are sitting beside it.

A positioning statement tells people how you want the company to be understood, but a competitive position gives them a reason to understand you differently from everybody else. Those sound similar, but there’s a pretty big difference between them.

That’s why I wouldn’t immediately start optimizing for AI if your differentiation disappears. I’d look at the business and the brand first. Put your company beside the three businesses you compete against most often, remove the logos and ask whether an outside system can explain what meaningfully separates you. If it can, you’ve probably built something more valuable than a positioning statement. You’ve built a position.