What GEO Visibility Can Tell You About Your Company's Reputation

As more people turn to AI for answers, companies face a critical question:

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What does AI understand and know about my company?

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Generative Engine Optimization (GEO) is the process of making your brand visible in AI-generated answers. While search engine optimization (SEO) focuses on rankings in search results, GEO focuses on getting cited when AI tools like ChatGPT, Gemini, and Claude respond to a question.

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The shift to GEO has significant implications for communications. Your website, executive thought leadership, earned media coverage, and other sources don’t just reach audiences directly anymore. Instead, they shape the information that fuels AI when someone looks into your company, your category, or the problem you solve.

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But visibility alone isn’t the most interesting part.

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GEO gives us a new window into reputation: what AI associates with your company, which sources it relies on, which competitors appear alongside your company, and where the story you want to tell differs from the one being reflected back. This makes GEO measurement more than just another metric to add to your dashboard. Used well, it can become a feedback loop for an entire communications strategy. 

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Let’s take a look at how communications leaders can start thinking about this.

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Treat GEO as a shared communications and marketing responsibility

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GEO has moved from a buzzword to a core communications mandate. Nearly three-quarters of PR professionals now view GEO as a vital piece of their broader comms strategy. Yet, 29% of organizations report that no one officially owns GEO, and only 24% state that the comms team has claimed the driver's seat. Comms and marketing leaders need to jointly drive accountability for the GEO strategy. AI-generated answers are influenced by an ecosystem that crosses traditional organizational lines.

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Today, AI draws from information across the web, synthesizing both owned content and earned media as it is published. GEO is influenced by a brand’s website and owned content, alongside PR coverage, reviews, and forums. Marketing may own much of the digital infrastructure and branded content. But, communications shapes executive visibility, earned authority, and the broader narrative surrounding the company. Neither function can see — or influence — the full picture alone.

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As such, winning at GEO requires an equal partnership, which needs to start with a shared understanding of the questions that matter to the business and what the company wants to be known for. Look at whether AI-generated answers reflect that positioning. The goal isn't to engineer one perfect AI answer. It's to build enough clarity, consistency, and authority across the information ecosystem that your company is represented credibly wherever audiences may go.

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Measure the story, not just the mention

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Establish a baseline for showing up in LLMs to help inform strategy. Develop specific prompts that buyers or stakeholders typically ask to introduce a variety of metrics for capturing GEO measurement, such as:

• Visibility: How often do AI responses mention the brand and by what models?
• Average position: Where is your brand positioned in AI responses?
• Citations: How often do AI responses link to your brand’s content, third-party domains, and social media?
• AI brand sentiment: What is the overall sentiment of AI-generated responses about your brand?

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Then, ask the right questions to take GEO measurement from a visibility score into a form of reputation intelligence. What topics does AI associate with your company? Which sources appear to carry authority? Are competitors showing up in conversations where you aren't? Does the language used to describe the company reflect the narrative you're trying to establish? Where are third parties reinforcing your story, and where are they telling a different one?

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From there, many platforms will allow you to delve deeper into areas like consumer preferences, visibility by prompt, or word association. These insights can help build a cross-functional AI strategy for driving visibility. And because AI answers can vary across platforms, prompts, and time, the value isn't necessarily any single result. It's the patterns that emerge from measuring consistently.

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Use GEO as a feedback loop for your communications program

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Once you understand how your company shows up, the next step isn't simply to “optimize for AI.” It’s to evaluate what the results are telling you about the communications work you're doing. Integrating GEO into your measurement framework allows you to turn AI measurement into an active strategic driver. 

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First, establish your baseline and conduct regular reporting: run the prompts to measure your baseline GEO awareness, then conduct monthly or quarterly reporting to identify meaningful changes and areas of opportunity. Second, map out citations to inform your PR strategy: analyze the outlets and websites that AI engines cite related to your prompts. From there, you can adjust your media strategy and identify new targets to drive impact. This doesn't mean pursuing an outlet simply because an AI engine cited it. It means understanding which sources appear to have authority around conversations that matter to your company, and using that intelligence alongside the audience, reputation, and business considerations already guiding your media strategy. Lastly, optimize your content for LLMs. Increase the footprint of your brand by formatting your content (blogs, press releases, etc.) with data, bullets, and third-party citations and by building a consistent body of public, expert content over time. This will help move the needle.

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Communications teams have a unique opportunity to support AI discovery. But GEO's real value may be what it tells us in return. For the first time, communications teams can ask an AI system the same kinds of questions their audiences are asking and see a synthesized version of the reputation they've helped create. This won't replace traditional reputation research, media measurement, or audience insight. But, it will add another signal.

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Treating GEO measurement as a consistent reporting moment and as a source of feedback for narrative influence empowers PR teams to move from reacting to the AI shift to driving digital authority where today’s audiences are actively searching for answers.