The GEO System Prompt That Makes Your B2B Content Actually Get Cited by AI

One document. Paste it into Claude, ChatGPT, or Gemini. Every blog post you produce from that point is built to be cited by AI.

Most B2B content marketers are still writing for Google. Their buyers have moved on. They are asking ChatGPT and Perplexity for vendor recommendations and getting answers that do not include you.

I created a Markdown file to help you structure your blog content so LLMs can understand it and cite you.

What's inside:

• The formatting rules LLMs use to decide what's worth retrieving
• Entity density rules that teach LLMs what your brand does and who it serves
• Language guidelines that remove the hedging that kills AI citation
• A brand positioning section you fill in once and never repeat yourself again
• Full ✅/❌ examples so the difference between good and average is never ambiguous