You will get The GEO AI Visibility Audit — How AI Systems Describe Your Business
Project details
Most companies don’t realize how AI systems currently describe their business—until those systems get it wrong.
This project is part of a Generative Engine Optimization (GEO) workflow focused on assessing how AI systems interpret, summarize, and cite your business today.
The AI Visibility Audit examines how major AI platforms (ChatGPT, Gemini, Perplexity, and others) describe and recommend your business. It identifies gaps between what your business actually is and what AI systems believe it is, then explains why those gaps exist.
This is not SEO execution or content rewriting. It is a diagnostic engagement designed to create clarity before fixes, spend, or technical changes.
What you get:
• A snapshot of how major AI models currently describe your business, including inaccuracies or misleading assumptions
• An audit of the sources AI systems cite when answering questions about your business
• A concise report identifying where your site lacks the structure AI systems need to extract accurate facts
Includes: One website and brand reviewed across major AI models. Additional sites or brands require a custom quote.
This project is part of a Generative Engine Optimization (GEO) workflow focused on assessing how AI systems interpret, summarize, and cite your business today.
The AI Visibility Audit examines how major AI platforms (ChatGPT, Gemini, Perplexity, and others) describe and recommend your business. It identifies gaps between what your business actually is and what AI systems believe it is, then explains why those gaps exist.
This is not SEO execution or content rewriting. It is a diagnostic engagement designed to create clarity before fixes, spend, or technical changes.
What you get:
• A snapshot of how major AI models currently describe your business, including inaccuracies or misleading assumptions
• An audit of the sources AI systems cite when answering questions about your business
• A concise report identifying where your site lacks the structure AI systems need to extract accurate facts
Includes: One website and brand reviewed across major AI models. Additional sites or brands require a custom quote.
Project Type
Business ConsultingWhat's included $600
These options are included with the project scope.
$600
- Delivery Time 7 days
- Number of Revisions 0
Frequently asked questions
About James
Applied AI | Product Leader | Where AI creates real advantage
Phoenix, United States - 11:51 pm local time
SERVICES INCLUDE
• AI Workflows – Practical AI-assisted workflows that reduce manual effort, improve consistency, and support better decision-making.
• AI Visibility – Improve how AI systems interpret and represent your business in search and discovery environments.
• AI Strategy and Viability – Determine where AI is feasible and build prototypes to validate where it holds up under real operating conditions.
• The AI JAM – Workshops that emphasize how to think about AI — not just use it.
WHAT I BRING
Background in product leadership across startups, SMBs, and enterprise environments, operating in high-ambiguity conditions where decisions carry real downstream impact.
Current work focuses on applied AI in practical business contexts, supported by MIT certification in no code AI and machine learning.
STRENGTHS
• translating ambiguity into actionable direction
• aligning teams before costly implementation decisions
• evaluating AI feasibility under real operating constraints
• identifying workflow opportunities with measurable practical value
• communicating complex ideas in plain language
APPROACH
Start with problem definition.
Focus on value under real conditions using controlled, iterative experimentation. Collaborative, practical, and structured — drawing on pattern recognition, systems thinking, and creative problem-solving.
Plain language throughout.
BEST FIT FOR
• Organizations exploring practical applications of AI within real operating constraints
• Teams seeking clearer direction before committing engineering resources
• Leadership aligning around how AI changes decision-making
• Companies wanting to understand how they appear in AI-driven discovery environments
• Situations where ambiguity is high and decisions matter
Open to fractional, advisory, workshop, and select full-time opportunities.
Steps for completing your project
After purchasing the project, send requirements so James can start the project.
Delivery time starts when James receives requirements from you.
James works on your project following the steps below.
Revisions may occur after the delivery date.
Intake & Context Review
You provide your website, basic business context, and any specific concerns about AI visibility or accuracy.
Cross-Model AI Analysis
I evaluate how multiple AI systems describe and recommend your business, including inconsistencies, omissions, and fabricated assumptions.