Most companies can tell you where they rank on Google. Almost none can tell you what happens when a buyer opens ChatGPT, describes what they need, and asks for a recommendation.
That is the blind spot GEO GPT was built to expose.
Zen Media has launched GEO GPT, a diagnostic that runs inside ChatGPT and shows whether your brand appears in AI-generated recommendations when buyers describe the problem you solve. It requires no installation and takes under two minutes to start.
What Is GEO GPT?
GEO GPT is an AI visibility diagnostic available inside ChatGPT. It generates 100 buyer-intent prompts tailored to your industry and runs them across multiple AI platforms, currently Claude (Anthropic) and GPT-5 (OpenAI), to determine whether your brand appears in AI-generated recommendations.
It was built by Zen Media to answer a question traditional marketing tools can’t: when a buyer describes the exact problem you solve, does AI include you as an option?
Why AI Visibility Is Now a Business-Critical Metric
When a CMO types “best B2B PR agencies for SaaS companies” into ChatGPT, the model does not return a page of links. It returns a shortlist of names, and that shortlist becomes the consideration set. McKinsey & Company describes AI search as a new ‘front door’ to discovery and notes that more than 70% of AI-powered search users ask top-of-funnel questions about categories, brands, products, or services. That changes who enters the conversation in the first place, and it is part of a wider marketing reality where AI is influencing discovery and demand generation.
That is the difference between search and AI-driven discovery, and it tracks with how entrepreneurs are investing more heavily in technology to stay competitive. On Google, even a weaker ranking can still lead to a click. Reporting on TrustRadius research, MarTech notes that AI tools are becoming part of everyday B2B buying behavior, which helps explain why discovery is moving earlier into tools like ChatGPT and Claude. In AI answers, absence is harder to detect; the buyer may never realize you were an option, and you will not see it in analytics because no one visited your site in the first place.
“AI is already deciding who makes the shortlist and who never even gets considered,” said Duran Inci, CEO of Zen Media. “GEO GPT answers a foundational question brands have never been able to measure: Do you show up at all? Before you optimize visibility, you have to know whether you’re even in the decision set.”
How GEO GPT Works: Step by Step
- Step 1: Enter your URL. GEO GPT analyzes your website and builds a knowledge base that captures your positioning, target audience, competitors, and the language buyers use to describe the problems you solve.
- Step 2: Review your AI profile. This is where brands often spot misclassifications, outdated positioning, or a profile so thin that AI has no clear reason to include them in recommendations.
- Step 3: Generate 100 prompts. Choose general, informational, or buying-intent prompts. Each prompt is tagged by buyer persona (CEO, CMO, VP Marketing, CRO) and excludes your brand name, so the test reflects recommendation behavior, not name recognition.
- Step 4: Run the analysis. Type “analyze” to run the prompts across Claude and GPT-5, then view results in a private dashboard as they populate.
What the Dashboard Measures
The dashboard is designed to answer a simple set of questions: do you show up, who beats you, and in which buyer intents you disappear.
- Overall Visibility: Percentage of tested prompts where your brand appeared
- Market Position: Where you rank relative to competitors across those prompts
- Gap to Leader: The distance between your visibility and the most-recommended brand in your category
- AI Visibility Matrix: Competitive share of voice across all detected brands
- LLM-by-LLM Comparison: How your visibility differs between Claude and GPT-5
- Intent Distribution: Whether you appear more in research-stage prompts or buying-intent prompts
- Top-3 Hit Rate: How often your brand appears in the top three recommendations when it is mentioned
“This is not optimization software, and it doesn’t claim to change AI behavior,” said Sarah Evans, Partner and Head of PR at Zen Media. “It establishes a baseline. Once you see where AI includes you and where it doesn’t, strategy becomes grounded in evidence instead of assumptions.”
Free vs. $49: What Each Tier Includes
The free diagnostic provides a quick visibility snapshot. The full report expands the analysis across 100 prompts and adds competitive benchmarking.
| Free | Premium ($49) | |
| Prompts analyzed | 10 | 100 |
| AI platforms tested | Claude + GPT-5 | Claude + GPT-5 |
| Competitive benchmarks | Directional | Full |
| Source citation tracking | No | Yes |
| Data appendix | No | Yes |
| 90-day KPI targets | No | Yes |
The Visibility Gap in AI Discovery
The shift is simple. Search shows pages and AI shows shortlists, and the speed of AI adoption across the startup economy shows why this is becoming a competitive advantage faster than most companies expect. If you are not measuring whether you appear in those shortlists, you are making budget decisions with missing data.
That is why PR and SEO conversations are changing. The question is no longer only what you published or where you ranked, it is whether you were included when a buyer asked for recommendations in the first place. Until that layer is visible, you will keep optimizing what happens after the click, while decisions get made before it.
FAQ: Questions People Are Asking AI About Brand Visibility
What is GEO, and why does it matter for my brand?
GEO stands for Generative Engine Optimization, the practice of making your brand visible inside AI-generated answers, not just Google search results. Early-stage vendor research is increasingly happening in tools like ChatGPT, Claude, and Gemini. If AI does not include your brand when buyers describe the problem you solve, you can be excluded from the shortlist before the buying process even starts.
How do I know if AI is recommending my company to buyers?
Traditional analytics cannot show this because AI recommendations often happen before a buyer clicks anything. GEO GPT tests recommendation behavior by using buyer-intent prompts built for your category and checking whether your brand appears when your name is not mentioned. That way, results reflect organic recommendation behavior, not simple name recognition.
What’s the difference between SEO and GEO?
SEO focuses on Google’s ranking factors such as keywords, backlinks, and page authority. GEO focuses on how AI systems assemble recommendations, signals like consistent positioning across sources, credible third-party references, and content that matches the questions buyers ask inside AI tools. A brand can rank well on Google and still have weak visibility inside AI answers, because the signals are not the same.
Which AI platforms should I track my brand visibility on?
Start with ChatGPT (OpenAI) and Claude (Anthropic), since they are widely used for AI-assisted research and vendor discovery. GEO GPT compares performance across the models it tests, because the same brand can appear strongly in one model and barely show up in another.
How much does it cost to measure AI visibility?
GEO GPT is free for a 10-prompt diagnostic. The full 100-prompt report with competitive benchmarks and source citations is $49. Enterprise monitoring starts at $250/month. Until recently, the only alternative was manual testing across prompts and models, slow, inconsistent, and hard to repeat.
