Why AI Recommends One Business Over Another

The Big Orange Planet Journal — BOP-003

By Ally Lennon  – 16 minute read

There is a question business owners are beginning to ask that is considerably more important than whether their website appears in an AI search result: Why does AI recommend one business over another?

Ask an AI system to recommend a web design company, a construction firm, a real estate agent or almost any other professional service, and the answer may identify a handful of businesses while leaving dozens of competitors out of the conversation. Some of those businesses may have excellent websites. Some may have years of experience. Some may even outrank the recommended companies in traditional Google search results.

So what separates them?

The easy explanation is that AI is using a new ranking system. That explanation is also incomplete. There is no single, publicly documented formula that determines which business every AI platform will recommend. ChatGPT, Google’s AI search features and other platforms use different systems, sources and retrieval methods. Their answers can also change depending on the question being asked.

But there is a more useful way to look at the problem. AI-driven discovery increasingly involves understanding what someone is looking for, identifying relevant information, and assembling an answer from sources that appear useful and credible. The business that gets mentioned is not necessarily the one with the highest traditional search ranking. It may be the one whose available information makes it the clearest match for the question.

That distinction changes how businesses should approach their online presence. Getting noticed is one thing. Giving a system—and the person using it—a reason to consider your company is something else entirely.

Being Found Is Not the Same as Being Chosen

For years, much of online competition revolved around visibility. A business wanted to rank for the right search terms, appear in local map results, attract visitors and convert those visitors into customers. The process was not simple, but the objective was relatively clear: get in front of the person searching.

AI-assisted discovery introduces another layer.

A person asking an AI system to recommend a company is not necessarily looking for a list of websites. They are asking for help making a decision. They may want a business that specializes in a particular service, understands a particular industry, works in a particular geographic area or has experience solving a specific problem.

Those details matter. Someone looking for a company to build a basic brochure website has different requirements from someone looking for a developer to create a complex custom platform. A business may be an excellent match for one request and a poor match for the other.

The system has to interpret the question and produce an answer that fits the context. Depending on the platform, that may involve retrieving web pages, consulting search results, using business information or drawing on other available sources. The resulting recommendation is not simply a list of the businesses with the most optimized websites.

A company can be indexed and discoverable without being the most relevant answer to a particular question. It can rank well for a broad search term but have little information available about the specialized service someone is asking about. It can have a polished website that makes impressive claims without providing much evidence to support them.

Visibility creates the opportunity to be considered. It does not guarantee selection.

This is why businesses should move beyond simply asking how to get their business into AI search results. The next question is whether the information available about the company makes it a credible and relevant choice.

AI Needs to Understand What a Business Actually Does

Before an AI system can recommend a business, it needs enough information to understand what that business does and whether it fits the question being asked.

That sounds obvious, but many company websites make this surprisingly difficult.

A homepage might describe a company as innovative, customer-focused, experienced and committed to excellence. It may include attractive photography, impressive language and a long list of services. Yet a visitor can still leave without a clear understanding of what the company specializes in, which customers it serves, what problems it solves or why its experience is relevant.

A business needs a recognizable identity across its digital presence. Its name, location, services, specialties, experience and intended market should be communicated clearly. Individual service pages should explain what those services involve rather than simply repeat a collection of industry terms. Case studies and project descriptions should establish what the company has actually done.

Consider two companies that both offer commercial website development.

The first describes itself as a full-service digital agency providing innovative solutions to businesses of all sizes. The second explains that it develops custom websites for professional service companies, describes its development capabilities, identifies the types of projects it handles and provides examples of completed work.

The second company gives a prospective customer more useful information. It also gives a discovery system more context with which to determine whether the company is relevant to a particular request.

This is one reason I believe businesses should pay much closer attention to making their business easier for AI to understand. Clarity is not an AI trick. It is the foundation of good communication, and it benefits customers just as much as it benefits the systems helping them find information.

The objective is not to repeat the same service description across dozens of pages. It is to build a coherent picture of the company, with each important page contributing something meaningful.

Relevance Is More Important Than Being Everything to Everyone

One reason businesses struggle to earn meaningful recommendations is that they try to present themselves as capable of doing almost everything.

There is a temptation to list every possible service, target every imaginable customer and use broad language intended to capture the largest possible audience. That can create a website with considerable content but very little distinction.

AI recommendations are often shaped by the specifics of the question being asked. A person looking for an experienced commercial construction company has different requirements from someone looking for a residential remodeling contractor. A business that specializes in medical website development may be more relevant to a healthcare organization than a larger agency with a much broader service offering.

This is where genuine specialization becomes valuable. A company does not necessarily need to be the largest business in its market or offer the broadest range of services. It needs to be a credible match for the problem being discussed.

Businesses should explain not only what they do, but also the types of projects they are equipped to handle, the customers they serve and the circumstances in which their experience is particularly relevant.

Geography matters too. A local company should make its service area clear and establish a genuine connection to the markets it serves. A business serving Denver, for example, should explain its geographic coverage, identify its local experience where appropriate and maintain accurate business information across relevant platforms.

Simply inserting a city name into every page does not establish local relevance. The business needs to demonstrate a real connection to the market.

The goal is not universal recommendation. It is relevant recommendation.

Claims Are Easy. Evidence Is Different.

This is where the discussion becomes more interesting.

Almost any business can say it is experienced, dependable, knowledgeable, highly rated or among the best in its market. Those statements are easy to publish. They are also easy for competitors to make.

What distinguishes one company from another is the evidence available to support those claims.

A business that says it specializes in a particular field can demonstrate that specialization through detailed project examples, original research, documented processes, professional credentials, meaningful client work and a consistent history of relevant activity.

A company that claims to understand a particular industry can explain the problems it has solved in that industry. A contractor can show the types of projects it has completed. A web development company can discuss the technical decisions behind its work rather than simply displaying a gallery of attractive websites.

The difference is substantial. One approach asks the reader to accept a claim. The other gives the reader something to evaluate.

This is closely connected to an idea I’ve explored in Information Is Everywhere. Evidence Is Becoming Rare. AI has made it remarkably easy to produce information. It has not made genuine experience, documented results or independent credibility any easier to manufacture.

A detailed case study provides evidence. A meaningful client account provides evidence. Original observations gained through real experience provide evidence. A body of educational content that consistently demonstrates practical knowledge can provide evidence of expertise.

That does not mean every AI system evaluates these things in the same way, or that any particular piece of evidence guarantees a recommendation. It means a business with demonstrable experience gives customers and discovery systems more substance to work with than a business relying entirely on promotional claims.

Your Reputation Outside Your Website Matters

A company controls its own website. It does not control the entire information environment in which its business is discussed.

That distinction matters.

Imagine two businesses with similar services and comparable websites. One has a website, a complete business profile and a collection of generic marketing statements. The other has those same basic assets, but also has relevant project references, professional recognition, credible industry mentions, useful reviews and a body of original work that demonstrates its experience.

The second business has a broader information footprint.

Independent information can provide context that the company’s own website cannot establish on its own. A detailed client account, a professional association listing, an industry publication discussing a project or a relevant review may help confirm that the business does what it says it does.

Quality matters more than volume. A hundred thin directory listings do not necessarily provide the confidence of a few credible, relevant references. Nor should businesses manufacture mentions, purchase questionable endorsements or pursue irrelevant coverage simply to create the appearance of authority.

The objective is not to make the internet say something about a business. It is to build a business worth talking about and make the information about it accurate, accessible and consistent.

This is also why branding, public reputation and search visibility should not be treated as entirely separate marketing activities. They contribute to the broader picture people encounter when they investigate a company.

Consistency Helps Establish a Clear Identity

Businesses sometimes underestimate how fragmented their online identity has become.

The company website may describe one set of services. Its Google Business Profile may contain outdated categories. A directory listing may use an old address. Social profiles may describe a different specialty. Older articles may refer to services the company no longer provides.

Each individual inconsistency may seem minor. Collectively, they can make the business harder to understand.

A clear digital identity should be recognizable across the places where customers and discovery systems encounter it. The business name, location, contact information, core services and professional focus should be reasonably consistent. Important changes should be reflected in the places that matter.

Consistency does not mean every profile needs identical wording. A LinkedIn company description, a Google Business Profile and a detailed service page serve different purposes. They should be written for their respective audiences.

But they should describe the same underlying business.

Strong branding helps reinforce that identity. It creates familiarity and makes it easier for customers to recognize the company across different interactions. A consistent brand is not simply a logo and a color palette. It is the recognizable expression of what a business does, how it communicates and what customers can expect from it.

Your Website Is Still the Foundation

With all the discussion about AI search, citations and third-party authority, it is easy to overlook the most important asset a business has: its own website.

The website is where a company can explain its services in detail, demonstrate its experience, organize its expertise and establish the relationships between its different areas of work.

A well-structured website gives each important subject a clear place. Service pages explain individual offerings. Industry pages establish specialized knowledge. Project pages demonstrate actual work. Articles explore questions in depth. Internal links connect related information so visitors can move naturally from one subject to another.

That structure is not simply a matter of SEO housekeeping. It helps establish the business as a coherent source of information.

A weak website can undermine an otherwise strong reputation. Important services may be buried in navigation. Pages may be thin or repetitive. The homepage may rely on vague claims rather than explaining the company’s actual capabilities. Technical problems may prevent important content from being crawled or indexed.

AI systems cannot reliably retrieve information they cannot access. Search visibility and technical accessibility remain important, even as the way people discover businesses continues to change.

I’ve discussed this changing role of the website in What Actually Happens When I Build a Website with ChatGPT. The tools used to build and manage websites are changing, but the website itself remains central to how a business communicates its knowledge, establishes credibility and helps people make decisions.

A website should not force a visitor—or a discovery system—to assemble the company’s identity from scattered marketing statements. It should make the important information easy to find, understand and evaluate.

That is why thoughtful website design and development extends far beyond appearance. Architecture, content, user experience and technical performance all contribute to the quality of the information environment surrounding a business.

There Is No Universal AI Recommendation Formula

This is the point where a lot of AI visibility advice goes off the rails.

There are now plenty of claims about the exact signals AI systems use, the ideal number of third-party mentions, the perfect content structure or the specific technical changes that will make a company appear in recommendations.

Some of these suggestions are reasonable interpretations of search and retrieval systems. Others are speculative. A few are simply traditional SEO advice repackaged with AI terminology.

The reality is that different AI platforms use different systems. Some experiences rely on search indexes and retrieved web pages. Others may draw on business information, additional sources or other available context. Even within the same platform, the sources and answers can vary depending on the question.

There is no universal AI recommendation score that businesses can optimize for, and no responsible agency can guarantee that a company will be recommended for a particular question across every platform.

That should make business owners cautious about anyone selling a guaranteed AI recommendation strategy.

What businesses can control is the quality of the information they publish, the accessibility of their websites, the consistency of their identity, the evidence supporting their claims and the reputation they build over time.

Those are not shortcuts. They are the foundations of being a credible choice.

How to Become a Stronger Candidate for Recommendation

The practical response is not to start publishing dozens of articles with AI-related keywords. It is to examine the information environment surrounding the business and identify where it is incomplete, unclear or unsupported.

Start with the website. Can someone unfamiliar with the company quickly understand what it does, who it serves, where it operates and what distinguishes its work? Are the important services explained in enough detail to establish real expertise? Do project examples demonstrate actual capabilities, or are they simply visual showcases?

Then look beyond the website. Are business profiles accurate? Do relevant directories and professional references identify the company correctly? Are reviews genuine and useful? Does the business have credible third-party references that support its areas of specialization?

Look at the content itself. Is it original? Does it reflect real experience? Does it answer questions that customers genuinely ask? Or does it repeat the same general advice that can be found on hundreds of other websites?

Finally, test the results. Ask several AI platforms questions that actual customers might ask. Use different levels of specificity. Search for recommendations within the company’s service area, for its specialties and for the problems it solves. Record which businesses appear, which sources are cited and what information seems to distinguish the recommended companies.

Do not treat one answer as a definitive ranking report. Results can change, and different prompts can produce different recommendations. The purpose is to identify patterns and gaps, not to chase a single response.

If competitors repeatedly appear because they have clearer service information, stronger project evidence or more credible third-party references, that gives the business something concrete to investigate.

The work then becomes much more useful than simply trying to persuade AI to mention the company.

The Real Competition Is Becoming More Than Visibility

The transition from traditional search to AI-assisted discovery does not mean that SEO is disappearing. Search visibility, technical accessibility, useful content and a well-structured website remain important. In many cases, they are part of the foundation that allows AI systems to retrieve information in the first place.

But the competitive question is changing.

It is no longer enough to ask whether a business can appear in search results. Businesses also need to consider whether the information available about them makes them a relevant, credible and supportable choice when a customer asks for a recommendation.

That requires more than optimization. It requires a business to communicate its capabilities clearly, demonstrate its experience, maintain a consistent identity and build a reputation that exists beyond its own marketing.

A company cannot control every answer an AI system produces. It cannot dictate which sources a platform retrieves or guarantee that it will be included in a recommendation. But it can control whether the information available about the company is clear, useful, credible and supported by evidence.

That is where the real opportunity lies.

The businesses most likely to benefit from AI-driven discovery will not necessarily be the ones producing the most content or chasing the newest optimization technique. They will be the ones that have given customers—and the systems helping those customers make decisions—good reasons to understand, trust and choose them.

Being found gets a business into the conversation. Being credible gives it a reason to stay there.

At Big Orange Planet, we approach website development, branding and SEO as connected parts of a larger business strategy. The objective is not simply to improve rankings or chase the latest AI trend. It is to build a digital presence that communicates what a company does, demonstrates why it is credible and makes its expertise easier to discover.

If your website is not doing that job, it may be time to look beyond another round of optimization and reconsider the foundation itself. You can explore our Denver SEO services or talk with Big Orange Planet about building a stronger digital presence.