Visitor forecasting for museums

Know how many visitors are coming to your museum — and why

VisitorCast forecasts your visitor numbers for the coming weeks and months, and shows you exactly what drives them. No data team required.

Upload your visitor history and VisitorCast does the rest. It combines your numbers with built-in drivers — season, weekday patterns, public holidays, school vacations, paydays, weather, and your own exhibitions and events — to produce forecasts your whole team can understand. And before you rely on a single forecast, you can test VisitorCast's accuracy on your own historical data.

app.visitorcast.com/forecast
VisitorCast forecast page showing predicted daily visitor numbers for the next 30 days with an 80% confidence band and last-year comparison
The visitor forecast: next 30 days, with confidence band and last-year overlay. Click to enlarge.

Museums are hard to plan with yesterday's data

Visitor numbers drive almost every decision in a museum: staffing, marketing, exhibitions, events, retail, café, and the visitor experience itself. But attendance moves with the season, the weather, school vacations, holidays, and what's on — and most museums still plan with spreadsheets, intuition, and last year's numbers.

Enterprise analytics platforms exist, but they are built for large institutions with data teams and budgets to match. VisitorCast takes a different path: forecasts that are simple, transparent, and made for the way museums actually work.

Planning without forecasts

Decisions based on last year's numbers

Without a reliable forecast, staffing, marketing, and budgets get planned on averages and gut feeling — and surprises land on your team and your visitors.

  • Unexpected busy days put pressure on staff and the visitor experience
  • Quiet periods are staffed like busy ones — money spent where it isn't needed
  • Marketing runs when demand is already high, instead of when it would help
  • It's hard to say whether an exhibition performed well, or just opened in a busy month
  • Nobody can explain why visitor numbers rose or fell
Planning with VisitorCast

Decisions based on expected visitor flow

VisitorCast shows you what's likely to happen next, what's driving it, and how accurate the forecast is — so your team can plan with confidence instead of hope.

  • Forecast visitor numbers for the coming weeks and months
  • See which drivers move your numbers: season, school vacations, weather, exhibitions, and more
  • Staff busy days properly and save on quiet ones
  • Time marketing for the periods that need a lift
  • Test the forecast accuracy on your own history before you rely on it

Built for the decisions museums make every week

VisitorCast turns forecasts and driver analysis into practical input for the teams that run the museum.

Plan staffing with confidence

Know when to expect busy days, quiet periods, and seasonal peaks — so you schedule the right people at the right time, from front-of-house to café.

Time your marketing where it counts

See when demand will already be strong and when it needs a push. Spend your marketing budget lifting quiet periods instead of promoting days that would have been busy anyway.

Plan exhibitions and events on evidence

See how past exhibitions and events actually performed — adjusted for season and overlaps — and use forecasts to pick opening dates and plan capacity for the next one.

Understand what drives your visitor numbers

Is it the season? School vacations? Weather? Your exhibitions? VisitorCast analyses your history and shows which drivers move your numbers — and by how much.

Check the accuracy before you trust it

Run an accuracy check on your own data: VisitorCast hides a recent period, predicts it, and shows you the forecast next to what actually happened. You decide when it's good enough to plan on.

Forecasts that explain themselves

Every forecast comes with its drivers, ranked by impact: how much school vacations, the time of year, weekday mix, and your exhibitions add to — or subtract from — the numbers. No black box, no guesswork.

app.visitorcast.com/forecast
VisitorCast driver cards showing how school vacations, time of year and exhibitions boost or reduce the 30-day visitor forecast

How VisitorCast works

From your existing data to forecasts your team can plan around — in five steps.

Upload your visitor history

Start with the data you already have: daily visitor numbers from your ticketing system, as a simple CSV. VisitorCast validates the data and shows you exactly what it received.

Add your exhibitions and events

Register past and upcoming exhibitions and events. VisitorCast weighs them by popularity and learns their effect on attendance — including the extra draw of opening and closing weeks.

VisitorCast adds the built-in drivers

Your data is combined with drivers VisitorCast maintains for you: seasonal patterns, weekday rhythms, public holidays, school vacations, paydays, and weather. More drivers are added over time.

See what drives your numbers — then forecast

VisitorCast analyses which drivers actually move your attendance and recommends which to use. Then it forecasts your daily visitor numbers for the next week, month, or quarter.

Check the accuracy and start planning

Run an accuracy check against your own history to see how well VisitorCast predicts your museum. Then use the forecasts and trends to plan staffing, marketing, and operations.

Core capabilities

Everything you need to plan around tomorrow's visitors — nothing you need a data team for.

Visitor forecasts

Daily visitor forecasts for the next 7, 30, or 90 days — short enough for staffing rosters, long enough for seasonal and budget planning. Closed days are handled automatically.

Driver analysis

See how much season, weekdays, holidays, school vacations, paydays, weather, exhibitions, and events each contribute to your attendance — with recommendations for which drivers fit your museum.

Accuracy check

Test VisitorCast on your own history: it predicts a period that already happened and shows forecast vs. actual, side by side. Trust built on evidence, not promises.

Historical trends & insights

Year-over-year comparisons, seasonality, a calendar heatmap of your attendance, driver impact, and exhibition and event performance — with plain-language takeaways your whole team can act on.

Built for museums. Designed to be understood.

VisitorCast is built on a simple belief: a forecast is only useful if the people planning around it understand and trust it. That's why every forecast in VisitorCast comes with its drivers, why data quality is always visible, and why you can test the accuracy on your own history before you rely on it. No hardware to install, no data team to hire, no black box to take on faith — just clear forecasts, in museum language, for the everyday decisions of directors, operations managers, visitor services, marketing, and finance teams.

See how well VisitorCast predicts your museum

Book an online presentation and get a practical introduction: how VisitorCast forecasts your visitor numbers, what drives them, and how the accuracy check lets you verify the results on your own data.

Contact VisitorCast — hello@visitorcast.com