See how AI reads your business, then fix the gaps that weaken recommendations.
Take the Free 5-Prompt Test™
Your brand may look clear to customers and still read poorly to AI systems. That mismatch can leave your business described too vaguely, compared unfairly, or skipped when people ask for recommendations.
Know What AI Sees LLC helps businesses across Tallahassee, FL review the signals AI tools use, then turn those findings into practical marketing changes. We look at what AI finds, how it describes your business, where it hesitates, and what it needs to recommend you with more confidence.
An AI marketing audit is a structured review of how your business appears to search engines, AI assistants, and summary tools. It is not a guess and it is not a vanity check. It is a self-check that shows whether your business details, services, and positioning are easy for AI to identify and repeat accurately.
Know What AI Sees LLC examines the signals that shape discovery and recommendation, then explains what those signals mean for your marketing. That usually includes how your business is named, what services are visible, what details are consistent, and whether AI can separate you from local competitors.
AI systems do not read marketing the way a person does. They pull from visible text, public references, and pattern matching. If the information is thin, inconsistent, or hard to connect, the system may understand only part of the story.
That can lead to vague descriptions, weak comparisons, or recommendations that point to a competitor with clearer wording. An audit helps you see where the message breaks down before you spend more time promoting the same unclear version of your business.
An AI marketing audit focuses on the practical material that shapes visibility, clarity, and selection. The goal is to show how AI may interpret your business today and what should change next.
We review how easily your business can be found and identified from public-facing content. That includes the words used to describe the company, the services listed, and whether the location and category are obvious enough for AI to connect the dots.
We look at whether your website and marketing copy say the same thing in a straightforward way. If AI has to guess what you do, it often guesses too broadly.
We check how your business stands beside local competitors when AI is asked to compare options. If another business has clearer service language, better category alignment, or more complete details, that can shape the answer.
The process is designed to be simple for the business owner and useful for the next marketing step. We start with the information you already have, then review how AI systems may interpret it.
This is especially useful for businesses that know their own message, but have not checked how that message appears to AI systems used by prospective customers.
An AI marketing audit should leave you with more than a list of problems. It should show what AI sees, where it hesitates, and what to fix first.
For many businesses, that means the next marketing decisions become easier. You are no longer guessing which message matters most. You can see which words, pages, and details need attention.
An audit is useful when your marketing feels active but the results do not match the effort. It is also useful before a website refresh, after a rebrand, or when your business has added services and the old copy no longer fits.
If your customers understand what you do but AI summaries do not, the issue is often not the service itself. It is the way the service is described, supported, and repeated across public sources.
For businesses serving Tallahassee, FL, local clarity matters. AI tools often rely on the wording available right now, so the way your business presents itself to local and regional audiences can influence whether it is noticed and recommended.
We help business owners review that local signal with a practical lens. The goal is not more noise. The goal is better alignment between what your business does, how people search for it, and how AI describes it back to them.
It is a review of how AI systems may understand your business from the public information available about it. The focus is clarity, consistency, and recommendation readiness.
A normal review may focus on brand style, traffic, or campaigns. An AI marketing audit focuses on how your business is read, summarized, compared, and selected by AI tools.
Any business that wants clearer visibility can use it, especially service businesses that depend on being understood quickly and accurately by online tools.
No. Smaller sites can benefit a lot, especially when they need stronger wording, clearer service pages, or more consistent public details.
Yes. A clear audit can show whether your local signals are strong enough for AI to connect your business with Tallahassee, FL searches and recommendations.
You receive a clearer picture of what AI sees, plus practical next steps you can use to improve how your business is described and selected.
If you want to know what AI sees when it looks at your business, start with Know What AI Sees LLC. We will help you understand the current picture, then show where your marketing needs clearer signals so AI has less room to guess.
Use the audit to sharpen your message, strengthen your local presence, and make the next marketing decision with better information.
What We Stand For
We start with your business information, review how AI responds, and then show you where the message is clear, incomplete, or inconsistent so you can decide what to improve next.
We focus on what AI is actually saying and explain the meaning in plain language.
We connect the findings to website content, local visibility, and marketing decisions you can act on.
We avoid inflated promises and keep the results grounded in the source information AI is using.
FAQ
It generates five custom prompts based on your business name, category, and location so you can manually check how an AI platform responds. It is a self-check tool, not an official ranking.
No. Visitors run the prompts themselves in the AI platform they choose. The site provides the prompts, copy tools, scoring guidance, and space to save notes.
Each answer can earn points for being Seen, Suited, and Selected. The scoring is meant to show whether the business was identified, understood, and explicitly recommended.
Yes. The test is designed to stay email-free so visitors can check their visibility without creating a form submission just to use the tool.
Services include AI Marketing Audits, SEO Consulting, Analytics Reporting, AI Visibility Reports, Comprehensive Perception Audits, Google Business Profile Setup and Optimization, Ongoing Local Visibility Management, Heat Map Visibility Tracking, Citation Management, Website Design and Hosting, and the 5-Prompt Test.
The site is built for businesses that want to understand how AI finds, describes, compares, and recommends them, especially when that information affects search visibility and brand clarity.
No. It is a practical self-check that helps you understand what an AI platform says about your business and where the answer may be incomplete, inaccurate, or inconsistent.
Yes. The test includes options to print or save results so you can review them later, share them with your team, or use them as a reference when improving your content.
Enter your business name, category, and location to generate five prompts. Run them in your favorite AI tool - or try several to compare the answers. Save your notes, and get a clearer picture of how AI described your business.