How I Use AI and Provenance Research to Command $200/Hour as a Tech Consultant
October 1, 2025How I Wrote a Technical Book on Auction Provenance Research: From Niche Idea to O’Reilly Publication
October 1, 2025I turned my obsession with rare coin provenance into a $50,000 online course. No marketing team. No huge following. Just a unique skill, some smart packaging, and the right platform strategy.
Why Auction Research Skills Are a Goldmine for Course Creation
Forget what you’ve heard about “broad topics sell better.” The magic is in the niche.
When I started researching auction histories for rare coins, I saw collectors wasting days chasing provenance. They’d dig through fragile catalogs, hunt in clunky databases, and still miss crucial details. This pain was my opportunity.
My students don’t just want information. They want to:
• Find coin histories faster
• Know where to look (and what to ignore)
• Build reliable provenance chains with confidence
Finding the Pain Point (And Your Audience)
I asked: *What eats up most of a researcher’s time?* The answer changed everything.
- Physical catalogs that cost more than dinner and crumble when you touch them
- Digital archives where “search” means clicking 20 pages deep in PDFs
- AIs that promise help but leave you wondering, “Wait, now what?”
My course promise? **”Spend minutes, not days, tracing any coin’s history.”**
Building the Course: From Expertise to Digital Product
Nobody wants another lecture series. They want your process. Here’s how I broke mine down.
1. Map the “Research Journey”
I mapped my actual workflow – the exact steps I’d take any time:
- Verify the slab (PCGS, NGC databases)
- Navigate key archives (Heritage, Stack’s, NNP like a pro)
- Get AI working for you (No voodoo, just smart prompts)
- Tap expert networks (Forums, dealers, specialists)
- Document your chain (Build a personal research hub)
Each module shows: “This is what I do. This is why it works.” Real examples, like tracing Blay’s 1905-O Dime, made it stick.
2. Leverage AI (Without Overcomplicating It)
AI is powerful but confusing. I taught students to use it right:
- Give GPT-4 clear tasks: Try:
"Check this coin's details against Heritage/Stack's 1990-2005. Highlight matching errors. Return table: Lot, Date, Price." - Grab data smarter: Use browser tools to pull info from messy archive pages, then feed it to AI
- Create your shortcuts: Save prompts for frequent searches (e.g., “Find all R6+ 18th-century patterns in Ford sales”)
My students still email about the “Prompt Playbook” bonus. It’s their go-to research cheat sheet.
3. Monetize Exclusive Resources
I bundled the tools I actually use:
- My favorite 20+ archive links (NNP collections sorted by collector? Yes, please)
- Hard-to-find catalogs (shared legally through library partnerships)
- Google Sheets + GPT workflows that automate the boring parts
These “insider” resources made the course price feel like a steal.
Choosing the Right Platform: Teachable vs. Udemy
For niche topics, platform choice shapes everything.
Teachable: For High-Ticket, Community-Driven Courses
I ran my main course ($297 or $97/month) on Teachable because:
- I control the price (Payment plans, bonuses, coaching add-ons)
- Private space (Where students share “Holy cow!” findings)
- Mine, all mine (Works with my website, my email list, my brand)
Udemy: For Mass Distribution (But Lower Margins)
I put a shorter version on Udemy ($49.99, 30% cut) to:
- Meet collectors where they search
- Invite them to the “full course” (with all the AI workflows)
Numbers tell the story: 60% of sales came from my site. Udemy sent the traffic.
Marketing: How to Sell Without Selling
Big audiences help, but you don’t need one. These three free tactics brought students:
1. “Free Mini-Course” Lead Magnet
My “5 AI Hacks to Trace Your Coin’s History” email series included:
- The top 10 archive links (my personal shortlist)
- A GPT prompt that cuts Heritage searches to 2 minutes
- How I found a 1954 catalog match (with screenshots)
22% bought the full course after the free series.
2. Forum Engagement (Not Spam)
I shared real help on numismatic forums:
“I used GPT to check your 1846-O dollar against Heritage 2003 archives. Found this match – same serial. DM me, I’ll send the method.”
Genuine help built trust. And traffic.
3. YouTube Demos
Screencasts like “Found a 1905-O Dime’s History in 3 Steps” showed GPT and archive navigation. Each video ended with: “Want the full workflow? Link below.”
Scaling Beyond the Course
The course was just the start. I created:
- AI Research Templates ($49 stand-alone – students begged for this)
- 1-on-1 Research ($150/hour for deep dives)
- Private Discord ($29/month for prompt help and community)
8 months later: $50,000 in revenue. 80% from course sales and templates that automate.
Key Takeaways: Your Niche = Your Advantage
1. Go narrow to stand out: You don’t teach “coin collecting.” You teach “AI-assisted provenance for rare dimes.” Specificity sells.
2. Process > Information People buy systems, not facts. Document your actual workflow.
3. AI as your assistant Use it for data scraping, image checks. Keep the expert connections human.
4. Match your platform to your goals Teachable for community and control. Udemy for discovery.
5. Market with value Share real prompts, archive shortcuts, case studies. Build trust first.
Conclusion
My $50,000 course started with a simple question: “How can I help researchers waste less time?”
Your expertise has similar value. That obscure skill? The hobby you’re obsessed with? The way you solve a tough problem?
Someone’s struggling with just that thing. They’ll pay you to show them how. Start there.
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