The best proof of first mover advantage I’ve ever seen has a nickname I never gave her. She’s my AI clone, the digital Julia McCoy who fronts my YouTube channel.
A while back people started greeting her like an old friend: “Hey, it’s Dr. McCoy. We love you, Bones.”
Bones, like the ship’s doctor on Star Trek. She has never had a cold, a bad hair day, or a Monday. She’s also made $24,000 in sponsorships in a single day.
The part I leave off the thumbnails is how the first 6 months went. They were brutal.
The audience wasn’t ready for her, and the channel tanked while we burned through salaries. It did bad.
So how does a flop turn into Bones? The answer is first mover advantage, which turns out to be a lot messier than the business books make it sound.
What is first mover advantage?
First mover advantage is the head start a company gets from entering a market, or picking up a new technology, before its competitors do. The early company gets first pick of customers, suppliers, talent, and attention.
It also gets time to learn. Followers end up paying extra for that time later.
Try a quick test. Who made the first disposable diaper?
If you said Pampers, you’re 11 years late. It was Chux, in 1950.
The first light beer was Trommer’s Red Letter, back in 1961. You’ve probably never heard of either one.
The idea got its academic footing in 1988, when Marvin Lieberman and David Montgomery published a paper called “First-mover advantages” in the Strategic Management Journal. They found 3 places the advantage comes from.
A head start is time. What you learn with it is the advantage. Speed just gets you in the door.
1. Technology leadership
The first company in a space learns faster, simply because it has been at it longer. It files the patents and brings costs down while everyone else is still reading about the idea.
For you, this looks like a trained assistant or a content system with 18 months of tweaks behind it while a competitor is on day one.
2. Preemption of scarce assets
Some things run out. Lieberman and Montgomery pointed to prime locations and shelf space. Whoever grabs them first leaves less for everyone else.
In 2026 the shelf space is attention. If you’re the first accountant in town to publish clear answers about AI tax tools, you’ve got a head start on being the name Google and ChatGPT quote back to people.
3. Buyer switching costs
Once a customer has moved their data in and built little habits around you, leaving is a pain. That friction quietly protects whoever got there first. The friendly version is a client who stays because your service already fits the way they work.
| Source of advantage | What it means | What it looks like for a small business using AI |
|---|---|---|
| Technology leadership | Learning and cost gains from starting early | A tested prompt library, a trained assistant, workflows with months of tweaks |
| Preemption of scarce assets | Grabbing limited resources first | Visibility in search and AI answers, a content library, early audience trust |
| Buyer switching costs | Customers find it costly or awkward to leave | Client history, preferences and integrations kept inside your service |
What is a first mover?
A first mover is the company, or person, that enters a new market or adopts a new technology ahead of everyone else and then tries to hold the lead. Researchers call them pioneers. They keep them apart from early market leaders, the companies that turn up later and end up owning the category.
3M had a copier called the Thermofax on sale in 1950 (yes, the sticky-note people), 9 years before Xerox arrived.
MITS was selling personal computers in 1975. IBM came along in 1981 and walked off with the market.
Those examples come from a 1993 study that should be required reading for anyone who says “we have to be first.” Peter Golder and Gerard Tellis dug through roughly 500 brands across 50 product categories for a 1993 paper in the Journal of Marketing Research.
Earlier research had mostly asked companies that were still standing. Golder and Tellis went to the old records, which meant the dead ones got counted too.
Nearly half of the pioneers, 47%, failed. The survivors held an average market share of 10%. The early market leaders, who had turned up around 13 years later, averaged 28%.
Being first hands you a lead. Keeping it is a whole other job.
Most of the research on this topic is about that second part. It’s also the reason building systems early and then keeping them running sits at the heart of the First Movers ethos.
Is first mover advantage real?
YES, with strings attached. In 2001, Harvard Business Review published work from William Boulding of Duke and Markus Christen of INSEAD, who compared pioneers and followers in consumer and industrial businesses.
The pioneers kept a revenue lead for years. They also carried “persistently high costs, which eventually overwhelm the sales gains.”
I could have written that sentence about my own first half of the year with Bones. Nobody had a playbook for running an AI clone on a real channel, so every mistake was ours to pay for.
Salaries went out every month while the views stayed flat. That’s the pioneering cost the research is talking about.
Fernando Suarez and Gianvito Lanzolla came up with a way to predict how an early lead will play out, 4 years after Boulding and Christen. Their 2005 Harvard Business Review article said it depends on 2 speeds: how fast the technology changes and how fast customers take it up.
The four waters test for first mover advantage in AI
Suarez and Lanzolla drew those 2 speeds as a grid with 4 boxes. I call it the four waters test. Each box gives a first mover a very different set of odds.
1. Calm waters
The technology changes slowly and so does the market. First movers love it here, since nothing comes along to knock them off their spot. Hardly any AI category looks like this in 2026.
2. The market leads
The technology sits fairly still while customers pile in fast. The winner tends to be whoever has the strongest marketing and distribution, first or not.
3. The technology leads
The technology races ahead while customers take their time. A first mover needs deep technical skill in this box, since a better product can roll in and take the market before it has grown up.
4. Rough waters
Both speeds are high. Suarez and Lanzolla saw this as the hardest place to hold an early lead. A follower who’s strong in technology and marketing can sail right past the pioneer.
Building AI models is rough waters. The big labs leapfrog each other every few months. You have no reason to swim there.
Using AI inside a small business lands in the technology leads box. The tools keep changing, yet your customers and the way they buy from you move far more slowly.
Suarez and Lanzolla warn that pioneers get caught out in this box when a better product rolls in. My read: you’re betting on knowing your customers, and that part moves slowly.
The tools are open to everyone. The know-how is yours to build first.
That’s the box Bones was in. The tools for building a clone were open to anyone with a credit card. What nobody else had yet was a year of knowing what makes a clone worth watching.
Is it too late to be a first mover in AI?
No. As of May 3, 2026, just 19.8% of US businesses told the Census Bureau they’d used AI in the past 2 weeks.
The bureau asks every 2 weeks, and its May 2026 update shows usage hovering between 17% and 20% since December 2025. For firms with fewer than 20 employees, the number didn’t change significantly.
Meanwhile, a Federal Reserve note from April 2026 found about 41% of American workers were already using generative AI for their jobs as of November 2025.
So the staff are quietly using it at their desks while most of the companies they work for haven’t built a thing around it. If you run a small business, that gap is your opening.
First mover vs fast follower
A fast follower waits for a pioneer to prove there’s a market, then strolls in with a sharper version. It’s a perfectly good strategy. Plenty of big companies run it on purpose, because they have the cash to catch up.
| Question | First mover | Fast follower |
|---|---|---|
| Main edge | Learning, early customers and early visibility | Lower risk and lessons from the pioneer’s mistakes |
| Main cost | Higher costs, educating the market, dead ends | Customers and attention partly taken already |
| What it needs | Speed and a willingness to adjust | Money and marketing muscle to catch up |
| Suits a small business | When the tools are cheap and open to everyone | When a category needs heavy investment to prove |
If you run a small business, the fast follower plan has a sneaky flaw: it assumes you’ll have the cash to catch up later. A company with 12 people usually doesn’t.
“Julia, isn’t it smarter to wait and copy?” Sometimes. I’ve been the one copied, so I’ve seen it from the other side.
When my clone was a month old, a man I’d barely met asked how I’d built her. I gave him my course for free. A month later he was selling the same business under his name.
He had the same software I did. What he was missing was the craft: the voice training and the rhythm of publishing until the algorithm knows your face.
A copy is a snapshot of where the pioneer used to be.
How a flopped AI clone became Bones
So what happened after those 6 brutal months? We kept publishing, day after day, because Bones was the only one of us who could show up.
Around July, the channel started moving again. The comments changed.
By the end of that year we’d crossed a 10x growth leap on the channel and a million dollars on a business that had been broke in January.
Bones has now published 750+ videos I never filmed. The channel has 300,000+ subscribers. She earns about $4,000 for every 10 minutes of her time.
There are about 15 people on our whole team. You can read the full, slightly wild version in the story behind the clone.
All 3 of Lieberman and Montgomery’s sources turned up for us. We had technology leadership, because we’d learned what makes a clone watchable long before most people tried.
We had a scarce asset in an audience that got used to Dr. McCoy early and gave her a nickname. We had switching costs of the friendly kind, since founders who wanted a clone could watch one already working on a real channel.
These days I wake up with nothing I have to do. Most mornings I start with Claude, building AI agents and testing whatever’s new.
If you want the build behind her, the free Blueprint walks through it.
How to claim first mover advantage in AI as a small business
Pick one asset that grows over time
An early lead only lasts if it builds into something. Pick an asset that gets more valuable every month you feed it, like an AI employee that knows your offers or a clean record of every lead and what happened to them.
A competitor can copy a clever AI trick over lunch.
Start with a workflow your customers can feel
Pick one thing your customers will notice, like a same-day proposal or a faster reply. Early loyalty comes from the moments a customer feels you’re quicker or kinder than anyone else they’ve tried.
Our guide to AI workflow automation shows how to wire the first one up.
Build switching costs through service
The switching costs worth building are the friendly ones. Keep each client’s history and past work inside your system so the next project starts faster.
Skip the contracts that trap people. They tend to backfire the day a follower shows up with a better offer.
Measure it from week one
For the first 6 months with Bones, I couldn’t even open YouTube Studio. The numbers were that bad.
Pioneers pay more up front. Track hours saved and revenue per client from the very first week, so the flat months don’t talk you out of it.
Our guide to AI consulting ROI walks through the numbers and the payback timeline.
Keep learning faster than the followers
Your lead shrinks every time a competitor catches up on skills. Book a weekly slot to test one new tool and drop whatever didn’t help.
Our guide on how to learn AI shows where to start. For something with a certificate at the end, try the best AI certification courses.
Know when to follow
Let the giants go first on AI models and anything that needs millions to prove. Adopt the winner once they’ve paid for the lesson.
Going first on everything gets expensive fast. Save your first mover energy for the part of the business only you can own, your customers and your know-how.
How First Movers helps you move first
Everything we offer at First Movers lines up with the steps above.
Start with the free Blueprint
The Blueprint is my free guide to the clone system that grew my marketing reach 9,900% after I was forced to stop filming. It’s the quickest way to see the system before you spend a cent.
Learn and build inside AI Labs
It’s 2am, you’re stuck on a build, and the Ask Julia voice tutor answers. She’s trained on my frameworks, and she lives inside AI Labs.
It’s our training membership, with 80+ courses, 2 live build sessions every week on Tuesdays and Wednesdays, 100+ templates and 40+ AI bots. Membership is $250 a month or $2,500 a year.
Get your clone built at Clone Mastermind
You fly home from Scottsdale with a Bones of your own and 30 days of content already made and scheduled.
That’s Clone Mastermind, 2 days in person. On day one we capture your avatar and voice and build your AI brain with you. On day two we set up your content system.
Hand the build to our team
Our AI consulting team builds the system with you, starting within 15 days of your deposit. The engagement runs for 2 months.
At the end you own every workflow and Claude setup we made together. Our guide to what an AI consultant does explains the role in plain English.
First mover advantage FAQs
What is first mover advantage in simple terms?
First mover advantage is the head start a company gets from entering a market or using a new technology before its competitors. It comes from 3 places, learning early, grabbing scarce resources first and making it awkward for customers to leave. The lead is real, though it needs defending, since many pioneers lose it.
What is a first mover?
A first mover is the first company or person to enter a new market or adopt a new technology and try to hold that lead. Researchers also call them pioneers. Chux was the first mover in disposable diapers in 1950. Pampers arrived 11 years later and became the category leader.
Is first mover advantage real?
Yes, with conditions. Golder and Tellis found that 47% of pioneers across 50 product categories failed. The survivors averaged a 10% market share. Boulding and Christen found pioneers kept a revenue lead while carrying higher costs. The advantage holds best where technology and demand change slowly.
How is a first mover different from a fast follower?
A first mover enters a market first and pays to educate customers and test ideas. A fast follower waits for the pioneer to prove demand, then enters with an improved version. Fast following suits companies with the money and marketing to catch up. Small businesses usually do better moving first on cheap, open tools.
Is it too late to get first mover advantage in AI?
No. As of May 3, 2026, 19.8% of US businesses told the Census Bureau they’d used AI in the past 2 weeks. Use among firms with fewer than 20 employees hadn’t changed significantly since December 2025. The AI tools are open to everyone, so the lasting edge comes from building customer-facing workflows and know-how before local competitors do.
Your know-how is the moat
First mover advantage in AI comes down to the part a follower can’t buy: what you learned while they were waiting.
I tested that on purpose. In March 2026, I started running the channel on AI with no training data behind it. It flopped, and I left about 2 months of failed videos up as evidence.
The finished training data landed in early May.
The cleanest pair from my YouTube Studio in spring 2026: 3.2K views in 3 weeks without the trained skills, 25.2K views in 3 days with them. Same channel, same audience. That’s an 8x gap in a seventh of the time.
My verdict: AI is pretty horrible without a brain. You have to have a brain.
Bones nearly became one of the 47%.
Pick your one workflow this week. The free Blueprint shows you how Bones was built.
