AI as a research tool for mineral rights

Oklahoma Mineral Rights Custer County, OK
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I used to know I owned mineral rights, but I had no real understanding of what that meant—or how the oil and gas industry worked.

That changed when I started asking questions and uploading documents like lease offers and pooling letters into AI tools like ChatGPT. Sitting at my computer, I was able to break things down, learn the terminology, and become a much more informed mineral owner.

AI didn’t make decisions for me—but it became a valuable research tool alongside everything else.

Just to be clear, I still believe legal advice should come from a qualified attorney. But for learning, organizing information, and understanding what you’re looking at, AI can be incredibly helpful.

If you’re new and feeling lost like I was, don’t hesitate to start asking questions. It makes a big difference.

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What are some of the important questions, in your opinion, that we should ask AI? I’ve been trying to educate myself as a minerals owner for a few years now & I still don’t really understand a lot of what I find. Thanks.

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Before you hit AI, see the Mineral Help tab above to get you a starting point. Get some grounding and then you can ask particular questions, but AI does not know everything.

An excellent primer is a book called “Look Before you Lease” by Jim Stafford. Gives the basics of leasing.

If you are in OK, then the Oklahoma Corporation Commission has some excellent resources specific to the state.

0_Basic Information for OK Mineral Owner June 2019.pdf (4.5 MB) 0_The Pooling Process in Oklahoma.pdf (340.4 KB)

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Great question—and honestly, I was in the exact same spot not that long ago.

When I first started, I didn’t even know what I didn’t know. I was asking really basic, almost “dumb” questions (at least that’s how it felt), uploading documents, and asking for explanations “like I’m in high school.” That turned out to be the best thing I could have done.

If I had to boil it down, the value of AI isn’t just answers—it’s helping you ask better questions. Here are some of the most useful ones that helped me:

1. “Explain this document in plain English.” Upload your lease, OCC forms, division orders, etc. and ask:

  • What does this mean?

  • What are the key terms?

  • What should I pay attention to?

This was huge for me early on.

2. “What am I missing?” After you think you understand something, ask:

  • What are the risks here?

  • What should I be concerned about?

  • What do experienced mineral owners look for that I might overlook?

This helps fill in blind spots.

3. “Is this a good deal?” (with context) For example:

  • Is $X per acre and X% royalty competitive for this county/formation?

  • What are typical terms right now?

AI can’t replace a landman, but it gives you a solid baseline.

4. “Walk me through the process step-by-step.” Things like:

  • From lease to first royalty check

  • What happens after a well is permitted

  • Timeline from spud to production

This helped me understand the big picture, not just pieces.

5. “Explain the forms.” OCC forms (1000, 1001A, 1002A, pooling orders, etc.) can look intimidating. Ask:

  • What is this form used for?

  • What does each section mean?

  • What should I focus on as a mineral owner?

6. “Run scenarios for me.” Examples:

  • If oil is $60 vs $80, how does that affect royalties?

  • What might a horizontal well produce over time?

  • What could this be worth long-term vs upfront lease bonus?

This helps you think beyond just the immediate check.

7. “How do I protect myself?” Ask about:

  • Lease clauses (no deductions, depth clause, Pugh clause, etc.)

  • Payment timelines

  • What to do if terms aren’t honored

This is where you start shifting from learning to protecting your interests.

Biggest takeaway from my experience: Don’t worry about asking basic questions. Start simple and keep digging. Every answer leads to a better next question.

Also, I never rely on one answer alone—I’ll ask the same thing a few different ways or come back later once I understand more. It’s a learning process.

AI didn’t replace professionals for me—but it helped me go from “completely lost” to “able to have an informed conversation.”

Hope that helps a little.

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