CollectItBlogNews
Studio Data

We Analysed 3,742 Pottery Bookings. The Ones Booked Furthest Ahead Were Least Likely to Show Up.

Four studios, every booking and every pound through the till. What the data says about how far ahead people really book — and what we saw at the one studio that actually enforces a notice period.

CollectIt Team7 min readUpdated September 2026

Most studio owners have a rule about how much notice a booking needs. Eight hours, twelve, a day. It usually gets set once, early on, for a sensible-sounding reason — and then never looked at again, because there is no obvious way to find out what it costs.

So we went and looked. Four independent paint-your-own pottery studios, all taking bookings through CollectIt: 3,742 bookings and 10,615 painters with a session date between 2 April and 3 September 2026. Different towns, different customers, no connection to one another.

Three of the four have no meaningful notice requirement — one asks for an hour, the other two for nothing at all. Nobody is being turned away, so what you see below is close to unfiltered demand: how far ahead people choose to book when nothing is stopping them booking later. The fourth studio does enforce a rule, and we have kept it in deliberately, because what happens there turns out to be the most useful thing in this article.

That matters, because a studio with an eight-hour rule cannot answer this question from its own data. The bookings it would want to count were never allowed to happen.

Nearly Four in Ten Bookings Are Made Today or Tomorrow

When the booking was made
All 3,271 bookings that went ahead, grouped by how many days in advance the customer booked.
Same day14.5%
1 day23.3%
2–3 days18.7%
4–7 days19.0%
1–2 weeks11.3%
2–4 weeks8.3%
1 month+5.0%
Today or tomorrow — 38% of all bookingsFurther ahead
Four paint-your-own pottery studios, 2 April – 3 September 2026. Counts: 475, 762, 611, 622, 368, 270, 163.

The single most common booking window is tomorrow. Not next week, not next month — tomorrow. Add same-day bookings and you have 38% of everything these studios do.

The part that convinced us this is real rather than a quirk of one business: the three studios without a notice rule land within a few points of each other. They book 38.0%, 38.5% and 44.1% of their trade within two days, and they have never heard of one another. Across all four, roughly three quarters of bookings — 75% — are made inside a week.

If you are planning your staffing, your bisque stock or your marketing around a diary that fills up weeks in advance, this is worth sitting with. For a drop-in painting studio, most of next Saturday is not booked yet. It gets booked on Friday and Saturday.

The Studio That Already Has a Rule

Everything above is demand with nothing standing in its way. The obvious question is what happens when something does — and one of the four studios answers it, because it asks for four hours' notice on pottery painting and eight on most of its other sessions.

Its booking pattern looks nothing like the others.

Share of bookings made with less than four hours' notice
The same measure at all four studios. Three of them let customers book right up to the session; the fourth requires four hours.
Studio with no rule12.9%
Studio with no rule12.6%
Studio with a 1-hour rule9.5%
Studio with a 4-hour rule0.3%
Customer-made bookings, walk-ins excluded, 2 April – 3 September 2026.

Three studios take somewhere between 9.5% and 12.9% of their bookings inside four hours. The studio with the four-hour rule takes 0.3%. Push the line out to eight hours and it is 3.3% against 13.5%, 15.6% and 16.0%.

The rule is doing exactly what it was written to do. The point is that this is not free: that studio also books 26.8% of its trade today-or-tomorrow, against 38% to 44% at the other three. The short-notice customer does not wait. They go somewhere else, or they do something else.

One caveat we should be straight about, because it is a single studio: this is a correlation, not a controlled experiment. That studio has its own town, its own customers, and runs courses alongside drop-in painting, all of which push bookings further out on their own. What makes us take it seriously is where the gap sits. It is not a gentle difference spread across the week. It falls off a cliff at almost exactly the hour their rule is set to.

What a Minimum Notice Period Actually Costs

That is one studio's experience. Here is the modelled version across all four: what each rule would have blocked, if every studio had applied it. We measured the actual hours of notice each customer gave, rather than lumping everything into whole days — someone who books at midnight for a 2pm session has given fourteen hours' notice and would sail through an eight-hour rule. Bookings typed in by staff at the counter are excluded, so this is genuine online demand.

What each rule would have blocked
3,047 customer-made bookings across all four studios. The takings column comes from the one studio that also runs its till through CollectIt, so sales can be matched to bookings.
Minimum noticeBookings lostPainters lostShare of bookingsShare of takings
1 hour240.1%0.1%
2 hours531291.7%1.1%
4 hours2887279.5%7.5%
6 hours37395312.2%10.9%
8 hours4101,04013.5%11.9%
24 hours9362,40830.7%29.1%

An eight-hour minimum would have removed one booking in seven and about 12% of takings. At the studio where we can put a number on it, that is £9,602 over five months — somewhere near £23,000 a year. And the studio that really does enforce a rule is not far off that modelled figure, which is the sort of agreement that makes us trust it.

But look at where the loss happens. Going from a one-hour rule to a four-hour rule costs 9% of bookings. Going from four hours all the way out to eight costs another 4% on top. Roughly seven in every ten bookings that a notice period costs you go in those first four hours — the customer deciding at ten in the morning what to do with their afternoon.

That is a useful thing to know, because it means the choice is not a smooth trade-off. If you are going to have a notice period at all, the difference between four hours and eight is comparatively cheap. The difference between one hour and four is most of the money.

Do Last-Minute Bookers Spend Less?

This is the usual objection, and it is a fair one. If short-notice customers are dashing in, painting a small mug and leaving, they might not be worth having.

They spend the same. Average till spend per painter, by booking window:

£19.95average spend per painter, booked same day
£20.22average spend per painter, all bookings
£1.66total spread between the highest and lowest booking window, across all seven bands

Every band lands between £19.24 and £20.90 a head. There is no meaningful difference between someone who booked three weeks ago and someone who booked three hours ago.

There is one real difference, and it deserves saying plainly: bookings made a month or more ahead are bigger groups — an average party of 4.3, against 2.4 for same-day. Those are the birthdays and the family get-togethers, and they are lovely bookings to have. But they are about 5% of the diary, and turning away short-notice trade does not create more of them. Short-notice bookings are pairs and threes. They fill the gaps between the big groups rather than displacing them.

The Finding That Surprised Us

We expected last-minute bookings to be flakier. The opposite is true.

Cancelled or didn't turn up
The share of bookings that were cancelled or became a no-show, by how far ahead they were made. All 3,742 bookings that reached their session date.
Same day8.6%
1 day12.1%
2–3 days11.3%
4–7 days17.1%
1–2 weeks18.6%
2–4 weeks25.4%
1 month+19.9%
Booked today or tomorrowBooked further ahead
Drop-out combines cancellations and no-shows. Four studios, 2 April – 3 September 2026.

Bookings made a week or more ahead dropped out 21.2% of the time. Bookings made today or tomorrow dropped out 10.8% of the time. On 2,341 bookings, a gap that size is very unlikely to be chance.

It makes sense once you say it out loud. Someone who books at ten for a two o'clock session has already decided. They have checked with whoever they are bringing, and they have cleared the afternoon. Someone who books three weeks out has three weeks in which something better can come along.

Two honest caveats on that chart. The climb is not endless — it peaks in the two-to-four-week band at 25.4% and then eases back to 19.9% for bookings made a month or more out. Our best guess is that a booking made that far ahead is usually a party or a birthday with a fixed date, and those are harder to walk away from than a vague Saturday plan. And almost all of the drop-out is cancellation, not no-show: outright no-shows sit at 2.3% across the four studios with no pattern by booking window at all. That is the better failure mode, because a cancellation gives you the slot back in time to resell it.

So Should You Change Your Notice Period?

Not necessarily — but it is worth knowing what yours is costing, and being deliberate about it rather than inheriting a number you picked in your first month.

The distinction that matters is what the session actually needs from you:

  • 🎨
    Drop-in painting needs almost nothing. A table and a bisque piece. If someone can walk in off the street and be painting in five minutes, there is no operational reason your booking form should demand eight hours' notice. This is where the money is.
  • 🏺
    Wheel work and courses genuinely need warning. A wheel prepped, a place in a group, sometimes a tutor rota'd on. Eight or twenty-four hours is a perfectly sensible call here, and nothing in this data argues otherwise.
  • 🎂
    Parties are a different animal again. Bigger groups, more setup, usually a deposit. A longer notice period on parties costs you very little, because almost nobody books a party at short notice anyway.

The mistake is applying one blanket rule to all three. If your booking system only lets you set a single shop-wide notice period, you are almost certainly protecting your wheel sessions at the expense of your drop-in trade — and the drop-in trade is where the volume is.

See your own booking window.

BookIt now shows you exactly this chart for your own studio — how far ahead your customers book, and how likely each group is to turn up. It is in Insights, under BookIt, and it is already there waiting for you.

See How BookIt Works →

How We Did This

  • 📊
    Four independent paint-your-own pottery studios taking bookings through CollectIt. Every booking with a session date between 2 April and 3 September 2026 — 3,742 in total. One of the four opened its books at the end of July, so it contributes about five weeks rather than five months. We first published this in August on two studios and four months, at 37.8% of bookings made today or tomorrow. Stretching to five months took that to 38.7%, and adding the two extra studios brought it back to 37.8% — within a whisker of where it started.
  • ⏱️
    Notice periods are measured from the moment the booking was made to the session's start time, in local time — not in whole days, which would overstate the effect. Walk-ins are excluded throughout: they are logged once the customer is already in the building, so they have no booking window and a notice rule could never have blocked them.
  • 💷
    Revenue figures come from the one studio that also runs its till through CollectIt, where sales can be matched to bookings through the customer record; 94% of its takings matched. The other three use separate tills, so their takings appear nowhere in this article.
  • ⚖️
    Four studios is a real sample but not a large one, and the notice-rule comparison rests on a single studio having a rule. Two of the four also ask for a deposit on some sessions, which lowers their drop-out and means the drop-out percentages here sit a little below what a studio taking nothing would see. We are looking at deposits properly and will publish that separately once we have enough data to say something solid. Treat the exact pounds as an indication of scale rather than a forecast for your studio.

If you run a pottery studio and want to know your own numbers, they are in your Insights page — no analysis required. And if they look very different from ours, we would genuinely like to hear about it.