The AI Visibility Toolkit is a self-hosted platform + professional playbook that helps you understand, track, and improve how AI systems like ChatGPT, Gemini, and Claude mention, cite, and recommend brands, products, and content.

Most tools in this space today are expensive SaaS products that hide how they work, lock you into subscriptions, and control your data.

This toolkit was built to be the opposite:

• Self-hosted
• Fully owned
• One-time payment
• Bring-your-own-API-keys
• No lock-in
• No black boxes

This is infrastructure, not rent.

Who this is for

Freelancers & Consultants
Offer a new service category: AI visibility optimization. Run audits, track mentions, generate reports, and create recurring retainers.

Solopreneurs
Avoid SaaS bloat. Own your stack. Control your costs. Keep your data.

Startup Founders & Small Teams
Get AI discovery insights without paying $500+ per month. Run everything in-house.

What’s included

1) The Software
A self-hosted AI visibility platform that lets you track brand mentions, scan prompts, view raw AI responses, analyze sentiment, compare competitors, and use your own API keys.

2) The Playbook (PDF)
A practical guide covering what AI visibility really is, how AI systems choose what to mention, how to run audits, how to explain this to clients, what not to promise, and how to position ethically.