There are a lot of ways to build a career around Excel now, and I have spent enough time in this world to notice that two of them get blurred together constantly: being an Excel expert and being an Excel influencer.
I do not mean either label as an insult. I know people doing excellent work in both camps, and a few who combine them very successfully. But I have come to think they are fundamentally different businesses with different customers, economics, risk profiles, and perhaps most importantly, different day-to-day lives.
I have spent most of my career on the expert side while periodically wandering over to try things that look a lot more like the influencer model, and then quietly wandering back. Most of my professional income has come from books, corporate training, consulting, technical education, and similar work where somebody is ultimately paying for expertise. At the same time, I have built an email list, run more free webinars than I can count, sold low-priced courses, run a membership, and posted on LinkedIn steadily for years.
So I have done enough on both sides to learn something that is not always obvious from the outside: having a meaningful professional audience and having an audience large enough to make influencer economics really work are two very different things. The gap between them is enormous.
That distinction is worth understanding before you spend years building the wrong kind of business for yourself.
There are really two different assets being built
Strip it down and the expert is building expertise, experience, and professional trust, while the influencer is building attention and distribution. There is plenty of overlap, of course. A great influencer can know Excel cold, and an expert with enough visibility can build a large audience. The more useful question is which asset is actually driving the business. If one disappeared tomorrow, which loss would hurt more?
For me, the engine has always been expertise and track record. My audience is real and I am glad to have it, but it has mostly functioned as a way for people to find me rather than as the thing I monetize directly. For an influencer, the equation is closer to the reverse. The audience and distribution are central business assets, and the content, expertise, products, personality, and everything else help attract and retain that audience.
| Excel expert | Excel influencer | |
|---|---|---|
| Primary asset | Expertise, experience, trust | Attention, audience, distribution |
| Typical customer | Company or professional buyer | Individual consumer |
| Business model | Mostly B2B | Mostly B2C |
| Buyers needed | Relatively few | Potentially thousands |
| Value per buyer | High | Usually lower |
| Main constraint | Time and capacity | Reach and conversion |
| Biggest upside | Stability and high-value relationships | Scale and enormous leverage |
| Biggest risk | Client concentration and limited calendar | Algorithms, attention, conversion, platform dependence |
That difference sounds academic until you notice how far it reaches. It determines how many buyers you need, what each buyer is worth, how large your audience has to be, what kind of marketing you do, and who you spend your working day dealing with.
B2B and B2C are completely different games
When I do corporate work, the shape of it is pretty familiar. A company wants a day or two of training, a workshop series, or maybe a larger analytics initiative. There can be procurement, approvals, meetings, contracts, and occasionally an onboarding process that seems designed to make everybody question their life choices. But once the work is sold, I mostly get to work on the actual work.
One client can represent several thousand dollars, tens of thousands of dollars, or considerably more over several months or years. You can build a very good business this way without a massive public audience. If you develop the right network and reputation, you may not even need a particularly large email list or a daily LinkedIn habit. Content can still help you stay visible and keep your expertise sharp, but the name of the game is expertise and professional trust, not raw audience distribution.
The influencer model turns that arithmetic upside down. Instead of finding a relatively small number of organizations willing to spend serious money, you are trying to reach a very large number of individuals willing to spend a little. At sufficient scale, that can be an incredible business, but the scale is the whole point. A $29 course is not especially lucrative because it is a course. It becomes lucrative when you have enough distribution that thousands of people might realistically buy it.
| Example | Buyers | Price | Revenue |
|---|---|---|---|
| Corporate training engagement | 1 | $5,000 | $5,000 |
| Public workshop | 50 | $100 | $5,000 |
| Low-priced course | 200 | $25 | $5,000 |
| Template or small product | 500 | $10 | $5,000 |
The numbers are simplified, but the basic issue is real. The expert needs somebody with a budget and authority to say yes. The influencer needs a lot of individual people to say yes, and getting a lot of people to do anything consistently is hard.
Experts can get trapped trying to play the influencer game
This is probably the biggest reason I wanted to write this post, because I have walked into this trap more than once and I suspect I will be tempted to again.
Say you have a few thousand people who know your work. They follow you on LinkedIn, read your newsletter, attend your webinars, bought a book, or recognize your name from somewhere in the Excel ecosystem. For an expert business, that can be an extraordinary asset. You do not need 300,000 people to know you. You need one of those few thousand people to work at a bank, manufacturer, consulting firm, professional association, or Fortune 500 finance department and think, “George would be good for this.”
A relatively small audience of the right people can support a very good expert business. Then you start looking at the creator economy and doing different math. I have an audience, you think. Why not launch a membership? Why not make a $29 course? Why not run a paid webinar every month? Or sell templates?
And suddenly the exact same audience that looked incredibly valuable a paragraph ago starts looking tiny.
I know because I have lived the specific version of this. I have built the material for a public session, written the event page, marketed it, sent the emails, posted about it, handled the registrations, delivered the session, distributed the files, sent the recording, answered follow-up questions, and cleared a few hundred dollars.
That does not mean the session was bad or that people did not value it. It means four people bought when the economics needed forty. The amount of work required to build and run the thing was almost exactly the same whether four people bought or forty. Only the outcome changed, and the outcome is the part I cannot fully control.
Now compare that with corporate training, where one person can make essentially the same purchasing decision on behalf of twenty or fifty people at once. A finance director signs off and the whole team is trained. That is the scale problem experts consistently underestimate, and I include myself in that.
We watch successful creators sell cheap products and assume the magic is in the product. Usually the product is only part of the story. The real asset is the enormous distribution system behind it. The $19 template is not especially interesting on its own. The 300,000 people who might see the template are extremely interesting.
So the expert who chases creator economics can end up in a strange place. You take on the full operational load of an influencer business: content, email, events, community, customer questions, checkout pages, launches, promotion, and the constant need to invent the next thing. But you are running that machinery on the audience size of a niche professional.
At that point, you have built yourself a surprisingly complicated little retail company, and you are the entire staff. Meanwhile, the $15,000 corporate engagement sitting in your inbox required one buyer.
I am not saying the retail path is a mistake. I am saying it is a real business with real overhead. Experts sometimes picture “scalable products” as passive income when, at modest scale, they can feel a lot more like operating a small store.
B2C also means dealing with a very different customer
There is another question I do not think people ask enough when daydreaming about scalable products: who do you actually want to spend your day dealing with?
In expert work, I am usually talking to somebody who already has a business problem. They need help with Excel, automation, analytics, or getting a team up to speed on AI. There is some actual reason the organization is spending money. The conversation usually starts with, “Here is what we are trying to accomplish,” which is a pretty good place for a conversation to start.
A consumer audience is much broader and harder to predict. Some people are serious professionals trying to get better at their jobs. Some are curious. Some collect courses the way other people collect movies to watch on Netflix. Some want a certificate, or just want reassurance that they are doing things correctly. And some (most?) are there primarily because the thing was free or almost free.
None of these people are doing anything wrong. It is simply a different market with different motivations, and when you build a business around thousands of individual buyers, serving all those motivations becomes part of the job.
This can also mean doing a fair amount of troubleshooting for people with very different levels of technical ability. You may be helping one person find a download, another fix a registration made with the wrong email address, and someone else figure out whether their particular version of Excel supports the feature. Add in expired recordings, mismatched expectations about what the course covers, company security restrictions you cannot control, and the occasional refund request on a $39 product that takes longer to process than the sale was worth, and the customer-service load can add up quickly.
These are ordinary B2C problems, and they are part of the business.
So when an expert imagines a scalable product, it is easy to picture income arriving while you sleep. In practice, you may be signing up to operate a tiny media, marketing, ecommerce, education, and customer-service company. At real scale those economics can work beautifully because you can hire people, automate things, and spread the fixed work across thousands of buyers. At modest scale, you are the instructor, marketer, tech support desk, billing department, event planner, and the guy answering the email that says, “Where is the Zoom link?”
Influencers can probably make a lot more money
Having said all that, there is one enormous advantage on the influencer side: pure numbers. A truly successful influencer can make a ridiculous amount of money because there are far more individual consumers in almost any professional niche than there are companies willing to hire one specific consultant. Once you have hundreds of thousands or millions of people paying attention, the leverage is extraordinary. Courses, templates, sponsorships, and old content can keep generating revenue without requiring a proportional increase in your time, and a successful launch can produce what might take an expert months of consulting to earn.
The expert model has a much clearer ceiling because the business is still tied, at least partly, to your knowledge, reputation, and available time. You can charge more, build intellectual property, collect royalties, and sell group training, but there are still only so many working days in a year. That makes the model more constrained, but also more predictable.
The influencer model offers much more upside, but with a lot more variance. For every creator making extraordinary money, there is a long tail of people producing videos, newsletters, courses, and posts for very little. Reach, algorithms, audience mood, platform changes, and conversion rates all get a vote.
By contrast, expert income can be spread across corporate training, consulting, royalties, writing, technical review, speaking, and other professional work. When one area slows down, another may pick up. It is basically a portfolio of professional relationships, which is less exciting than going viral but a lot easier to plan around.
Neither arrangement is inherently better. One tends to trade some upside for stability, while the other accepts more uncertainty in exchange for much greater scale. The important thing is knowing which set of economics, and which kind of working life, you actually want.
Influencers trying to become experts can run into the opposite problem
It is easy for experts to envy audience size, but the envy can run the other direction too. An influencer who decides to become an enterprise expert overnight can run into the mirror image of the expert’s problem.
Creating good short-form content is a real skill. Explaining XLOOKUP() clearly in 45 seconds, figuring out which topics will land, building posts people actually stop to read, and holding an audience’s attention week after week are all harder than they look. I have made enough content to know that none of this is trivial.
The problem is that those skills are different from the kind of judgment enterprise work usually demands. Real-world projects involve messy workflows, legacy systems, organizational constraints, statistical assumptions, and implementation problems that may not show up until months later. Quite often, the technically elegant answer is not the one that survives contact with the actual business.
A large following can create the appearance of authority much faster than someone can build that kind of track record. That works until the situation actually requires depth, and people are relying on you to have it.
So the influencer trying to jump straight into enterprise expertise can make the same mistake as the expert chasing influencer economics, just from the opposite direction. One may have plenty of expertise but not enough distribution; the other may have plenty of distribution but not enough experience. In both cases, the problem is trying to monetize an asset that is not fully there yet.
The real question: What kind of working life you want?
Underneath all the economics is a simpler question that may matter more than any revenue calculation: what kind of working life do you actually want?
The tradeoffs are pretty concrete. Would you rather have a small number of large clients or thousands of individual customers? Spend an afternoon preparing for a finance team or trying to figure out why yesterday’s video went nowhere? Deal with procurement and occasionally ridiculous onboarding, or with a steady stream of customer questions, support issues, and refund requests? Would you rather get unusually good at solving a narrow set of difficult problems, or unusually good at getting a very large number of people interested in them?
Neither answer is obviously better. I know where I land at this point: mostly on the expert side, with enough of an audience that people can find my work and understand what I do. I have learned a lot from creators about communication, packaging ideas, and making expertise visible, and I do not regret that. What I do not particularly want is a livelihood that depends on feeding the content machine every day or constantly converting large numbers of individual buyers.
Someone else may feel exactly the opposite. They may hate corporate procurement, long sales cycles, and having a handful of clients account for a meaningful share of annual revenue. They may love owning their audience and being able to launch something whenever they want without waiting for a company to approve it.
These are different businesses with different tradeoffs, and the better fit depends a lot on the kind of work you actually want to be doing every day.
Know which game you are actually playing
There is no particular virtue in being an Excel expert, and there is nothing inherently shallow about being an Excel influencer. They are simply different businesses, built around different customers, assets, economics, risks, and ways of working.
The expensive mistake is confusing the two.
If you are an expert with a few thousand people who genuinely trust your work, you may already have exactly the audience you need. You do not have to turn yourself into a YouTuber, chase viral posts, or start selling $19 products just to prove that audience is valuable. Its value may come from a much smaller number of people knowing what you do and thinking of you when a real business need comes up.
If you are an influencer with hundreds of thousands of followers, you have built something valuable too: distribution. You do not need to pretend that value came from twenty years of corporate spreadsheet experience if it actually came from being unusually good at teaching, communicating, understanding platforms, and holding people’s attention.
The useful thing is to be clear about which asset you actually have, which customer you want to serve, and what kind of working life you want the business to create. A thousand people who really trust your expertise can support a great business. So can a million people who enjoy your content.
The economics, risks, ceilings, and day-to-day work are different. The real problem is spending years running one model while quietly assuming you are running the other.
If you’re somewhere in the middle
If you’re trying to build content around your own Excel or data expertise, I put together The Data Content Creator’s Playbook based on what I’ve learned turning technical expertise into books, courses, webinars, and paid work.
It is very much written from the expert-who-also-creates-content side of this equation, rather than the “quit your job and become a YouTuber” side.
