Most of what a course sells you is free, and the part that isn't free is rarely the part being advertised.
If you are trying to work out whether an online course is worth the money, the question that settles it is not "is this good" — nearly all of them contain something useful. It is what am I buying that isn't information? Information is almost always free somewhere. Everything else on the list below genuinely costs money. Work out which you're getting and the price answers itself.
What happened to me
I took a course on AI recently. The material was fine. The selling was not.
The course itself was £2,000. Throughout it, things kept being valued out loud — this module is worth £1,000, this bonus £15,000, this template pack £2,000 — so that by the time any actual price appeared, my head had somewhere large to compare it to.
What nearly got me was smaller. Partway through the live sessions came a bonus at £49, available only to people watching live. There would be no replays. Miss it and it was gone.
Two days later an email arrived with a link to rewatch the stream I'd been told didn't exist, and another chance at the bonus I'd been told had closed.
Then a WhatsApp message offering fifty per cent off. When that didn't land, a question: what could I afford? I said around £250, mostly to see what would happen.
They agreed to £250.
I didn't buy. But I want to be straight about why, because it wasn't that I saw through it.
The two thousand was never in play. I couldn't have afforded it and I knew that from the first minute, which is exactly why the discount ladder exists — it isn't there to reward hagglers, it's there to find the number you can reach. What I came close to buying was the bonus, and then the course itself once the price had fallen far enough to look possible.
It was well made, well presented and genuinely persuasive, and by the end of the live sessions I wanted it. What stopped me was a rule I'd written for something else entirely — the 48-Hour Holding Zone, which I use for impulse spending. Don't say no. Don't say yes. Just wait two days.
So I waited. And in those two days the replay arrived for the stream that had no replays, and the bonus came back after it had closed, and the price started falling. I didn't work any of that out. I just wasn't there to be sold to at the moment it mattered, and the whole thing came apart on its own.
Two days is the entire difference between this article and a very expensive mistake.
I'm not naming any of it, because the specific course doesn't matter — the pattern is the thing, and once you can see it you'll see it everywhere.
A price that moves that far was never a price
Two thousand pounds to two hundred and fifty, in one conversation, because I said a number out loud.
That is the most useful thing that happened, and it tells you more than any number of reviews. A digital product costs almost nothing to deliver to one more person, so there is no floor under the price. It isn't anchored to what the thing costs to make. It's anchored to what you'll say yes to.
So the figure on the sales page isn't a valuation. It's an opening bid. And anyone who paid the two thousand paid an extra seventeen hundred and fifty for not asking.
The same logic explains the rest of it. If a live-only bonus reappears two days later, it was never live-only. If a stream with no replays gets a replay link, there were always going to be replays. Those aren't mistakes. They're pressure, and pressure that stops being true the moment it has done its job.
What the sales page is doing
Three mechanisms, all deliberate.
Price anchoring. Those "worth £1,000" figures aren't prices. Nobody has ever paid them. They exist so that when a real number arrives, your brain compares it to £18,000 rather than to zero. Judge a price against what the thing costs elsewhere, not against a figure the seller invented.
Manufactured scarcity. Real scarcity is a room with forty seats in it. A digital product has no supply limit, so any urgency attached to it was added on purpose — and it was added for one reason: to stop you leaving the page to check whether the information is free.
A loss frame. "Only available to people watching live" isn't a description of what you gain. It's a description of what you'll lose by hesitating, and we react to losses far more strongly than to equivalent gains. That one sentence does more work than the entire pitch before it.
There's a line worth noticing here, though I won't pretend to know exactly where it sits legally, because that depends on things I'm not qualified to judge. Pressure is one thing — uncomfortable, effective, and everywhere. A claim that turns out to be untrue is a different thing. "There are no replays," followed by a replay link, is the second kind.
None of this tells you the course is bad. It tells you the seller expects the decision to fail on inspection, and has built the process to prevent inspection.
The question that settles it
What am I buying that isn't information?
Four things legitimately cost money, and it's worth knowing which one you're paying for.
Exposure. The most underrated. A well-built curriculum puts things in front of you that you'd never have thought to search for. You can't look up a concept you've never heard of, and that's the one gap self-teaching genuinely leaves.
Feedback on your own work. Not a video about what good looks like — somebody looking at what you made and telling you what's wrong with it. Rare, expensive, and worth it.
Access to a person. Somebody who answers when you're stuck at eleven at night. Also rare, and the first thing quietly removed from the cheaper tier.
A credential someone else requires. If an employer or a regulator asks for it, its value has nothing to do with what you learn.
If the honest answer is none of those, you're paying for packaging, sequencing and a countdown timer.
If you'd rather be walked through it, there's a six-question version of this that sorts out which of the four you'd be buying, and whether you need it yet.
Start Until Stuck
Here's the part that changed how I approach this.
You don't get to the top of a ladder by standing at the bottom studying it, and you don't get there in one enormous stride either. You get there a rung at a time. But the useful bit isn't "take small steps" — everybody says that and it helps nobody. It's where the next step comes from.
Start the actual work. Not the preparation for the work, not the research about the work. The work. Keep going until something stops you. That blockage is your curriculum. Learn that one thing — the smallest version of it that unblocks you — then carry on until the next thing stops you.
Learning becomes something you pull towards you as you need it, rather than something you stockpile in advance and hope to use.
It replaces the two ways people usually fail at this. The first is standing at the bottom of the ladder reading about ladders, which feels productive because it takes real effort. The second is the single giant step — the two-hour video watched start to finish, which is the Input-Only Trap under another name: consumption mistaken for capability.
That's also why a course stuffed with modules can feel like tremendous value and not be. You're pricing rungs above the one you're standing on, and most of them you will never reach.
This sits close to two things already on this site and it's worth being clear about the difference. Practising the broken bit is about drilling a weakness you already know you have. The next physical action is about getting a stalled task moving. This one is about the order you learn things in, and who decides it.
Where this stops working
Two honest limits, and they're the whole reason this isn't an argument that courses are a con.
You can't hit a wall you can't see. If you've never encountered an idea, its absence doesn't block you. You build something that works badly and never find out there was a better way. That's the self-taught plateau — everything functions, nothing is good, and you can't tell why. A curriculum's real value was never the sequence. It's the exposure.
Some subjects have genuine dependency chains. Search engine optimisation doesn't — you can meet the dozen ideas that matter as you need them. Maths absolutely does. You can't reach calculus by getting stuck and looking things up, because you won't understand the answer when you find it. Programming sits somewhere between the two.
So which situation are you in
Two questions, and they take about a minute.
Does this thing give me fast, visible feedback? If I do it wrong, will I find out soon and obviously? Writing, code, spreadsheets, SEO, most software — yes. You get told quickly.
Would I understand an answer if I found one? If the explanations I'd meet along the way are readable to me now, the prerequisites are shallow enough to walk in.
Two yeses and the sequence is yours to author. Start, get stuck, learn that, carry on — and check whether the thing you're stuck on is free before you buy the ladder.
A no to either, and someone else's order is genuinely worth paying for. That's most people's experience of maths, medicine, law, or anything where the mistakes are expensive and the walls are invisible.
Most of what people buy courses for is the first kind. Almost all of the marketing is written as though everything is the second.
The bit no test can do for you
There's a version of all this where you never buy anything and never finish anything either, because the research is comfortable and the work isn't.
The test above is about whether the money is going somewhere real. It says nothing about whether you'll do the thing, and that part isn't arithmetic. If paying for something is what gets you to open the laptop on a Tuesday night when nothing else has for six months, that's not nothing — it just isn't what the sales page claimed it was, and it's worth knowing which one you're paying for.
One last thing, and it costs nothing to try. Say no and watch what happens. If the price holds, it was a price. If a discount arrives, then another, then a question about what you can afford — you have learned everything you needed to know, and you've learned it for free.