The questions customers ask AI before choosing a company

More buying journeys are beginning long before a prospect visits a company’s website or requests a sales meeting, making AI brand visibility increasingly important in the early stages of vendor discovery. Today, executives and business decision-makers turn to ChatGPT, Gemini, and Perplexity to understand a market, identify vendors, and compare alternatives before making initial contact with an organization.

Instead of reviewing dozens of search results, these decision-makers increasingly engage in conversations with artificial intelligence. They ask who the leading players are in a particular industry, which company has the most experience, which vendors offer a specific solution, or how two providers differ. In this context, how B2B buyers use ChatGPT is beginning to directly influence vendor evaluation and selection.

This shift is also changing how organizations need to build their corporate digital presence. Simply appearing online is no longer enough. Companies must provide clear, consistent, and validated information that helps AI understand their brand and include it in relevant answers. According to Muck Rack, 84% of the references used by artificial intelligence engines come from earned media, demonstrating the importance of third-party evidence in strengthening a company’s visibility.

This is precisely where public relations takes on new strategic value. By securing media coverage through newsworthy content and thought leadership, PR helps organizations build the independent evidence AI engines use to understand, contextualize, and recommend brands.

AI has become the first filter for many buyers

In the past, researching a vendor typically began with an online search, visits to multiple websites, and a manual comparison of information. Today, that journey is becoming much shorter. Buyers use artificial intelligence to obtain an initial overview of the market, identify potential options, and answer specific questions within seconds.

This new dynamic does not replace human evaluation or eliminate the need for further analysis, but it does change the starting point. Before scheduling a call, requesting a demo, or downloading a proposal, many prospects already have an initial view of the market shaped by ChatGPT, Gemini, or Perplexity. In other words, they enter the sales conversation with a preexisting perception of which companies are relevant.

For organizations, this represents a significant shift. The first impression no longer always occurs when someone visits a website or speaks with a sales representative. In many cases, it begins with the answer an AI engine generates based on the information available about a brand.

AI does not make the decision for the buyer, but it can influence the earliest stages of the B2B decision-making process. An organization with consistent information, earned media coverage, specialized content, and independent validation—supported by a public relations strategy—is more likely to become part of that initial conversation. If that evidence is limited or contradictory, the company may simply be excluded from the options the buyer considers from the outset.

Five questions customers are already asking ChatGPT before choosing a vendor

Artificial intelligence does not replace the buying process, but it is becoming a valuable tool for reducing uncertainty during the early stages of evaluation. Before contacting a company, many buyers use conversational AI engines to better understand the market and create an initial shortlist. These are some of the most relevant questions they ask.

1. Which companies are the most recognized in this industry?

When a buyer asks this question, AI does not base its answer on a company’s advertising. Instead, it draws from information distributed across multiple sources. Media coverage, executive contributions to industry publications, proprietary research, and a consistent presence in relevant conversations can all help an organization be recognized as a leading voice in its field.

In this context, brand authority is no longer built exclusively for people. It has also become an important component of AI brand visibility, influencing how AI engines determine which companies have enough supporting evidence to be identified as industry leaders.

2. Which vendor has experience solving a problem like mine?

Buyers are no longer looking for just any vendor. They want one that has demonstrated experience addressing similar situations. As a result, questions about case studies, industries served, and areas of specialization are becoming more common in tools such as ChatGPT and Gemini.

When an organization publishes content explaining how it addresses specific challenges, shares technical expertise, or documents real-world experience, it helps artificial intelligence understand the situations in which that company may be relevant. Experience is no longer merely a marketing claim; it becomes evidence that can be incorporated into an AI-generated answer.

3. What is the difference between company A and company B?

The ability to compare alternatives is one of AI’s most valuable functions for buyers. Instead of reviewing multiple websites, they can request a summary of the strengths, approaches, or specialties of different vendors.

However, the quality of that comparison depends on the information available. When a company communicates a clear and consistent market position, AI can more easily identify what sets it apart. When organizations rely on similar or vague messaging, their differences become less apparent to both artificial intelligence and the buyer.

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4. What are other people or media outlets saying about this company?

Reputation remains one of the most important factors in a purchasing decision, and artificial intelligence considers it as well. Rather than relying exclusively on information published by the company itself, conversational AI engines incorporate information from news outlets, industry publications, interviews, research, trade associations, and other independent sources to build a broader view of the organization.

This gives third-party evidence for AI brand visibility new strategic value. The more credible references available about an organization, the better AI can understand who it is, what it does, and why it may be a relevant option within a particular category.

5. Which company would you recommend to solve this problem?

This may be the most important question of all. When a user asks for a recommendation, artificial intelligence does not select companies at random or base its answer on a single factor. Its response brings together multiple signals, including experience, authority, specialized information, third-party recognition, and consistency across the available sources.

In other words, AI-generated recommendations reflect the digital evidence an organization has built over time. The clearer, more consistent, and better supported that evidence is, the more likely the brand is to become part of the conversation.

Other questions customers ask AI before choosing a company

The questions buyers ask ChatGPT, Gemini, and Perplexity are becoming increasingly specific and reflect different stages of the decision-making process. In addition to the questions above, the following queries are already part of the research buyers conduct before contacting a vendor:

• Which company has the most experience in this industry?
• Who is the best vendor for solving this type of problem?
• Which companies are leaders in this industry?
• What is the difference between these two companies?
• Which company offers the best combination of experience and results?
• What case studies does this company have?
• What do customers say about this company?
• Which companies do experts recommend in this field?
• Which vendor has the strongest market recognition?
• Which company publishes the most specialized content on this topic?
• Which organizations appear most frequently in the media?
• Which company demonstrates the greatest authority in this industry?
• Which vendor would you choose if you were looking for a solution like this?
• Which company offers the most reliable solution to this problem?
• Which brands are most frequently recommended by artificial intelligence in this industry?

How AI brand visibility influences which companies buyers consider

Although buyers submit these questions to an artificial intelligence tool, the answers depend on the information organizations have created and reinforced over time. If a company has never demonstrated its expertise, lacks third-party evidence, or communicates an unclear market position, AI will be less likely to recognize it as a relevant source or provider within its industry.

In contrast, strengthening AI brand visibility for B2B companies requires building digital authority, creating valuable content, and generating verifiable evidence that increases the likelihood of appearing in the answers prospective customers receive—even before the first sales interaction. Public relations plays a strategic role in this process by expanding a brand’s presence in the media and other editorial channels that produce the independent evidence AI uses to interpret, contextualize, and recommend companies.

The question is no longer whether buyers will use ChatGPT, Gemini, or Perplexity to research vendors. All signs indicate that this practice will continue to grow. The real question is what artificial intelligence will find when it needs to talk about your company.