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How Do We Stop Spending Days Compiling Visitor Figures for Our Museum's Trustees and Funders?

Museums and heritage sites build visitor figures for boards and funders from several systems by hand. We join ticketing, gate and event data into one report.

Updated 3 min readBy SpiderHunts Technologies

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Quick answer — TL;DR

Museums, heritage sites and charity attractions report visitor figures to trustees, funders and local authorities, each wanting slightly different breakdowns. The figures come from tickets, free entry counts, school groups, events and outreach, held in different places. We join them into one set of visitor data with agreed definitions, and produce each report from it.

The week before the board meeting

The trustees meet next week and want visitor figures for the quarter. A funder wants a breakdown of visits by postcode area and age group for its annual report. The local authority wants numbers for free entry days. Each asks for something slightly different.

The figures sit in the ticketing system for paid visits, in a door counter for free entry, in the learning team's spreadsheet for school groups, in event ticketing for evening talks and in someone's notes for outreach sessions. The collections manager's research visits are in her diary.

Someone spends several days pulling it together. The totals do not quite match last quarter's report, because last time school groups were counted differently.

Why the figures are so hard to pull together

Attractions record visits in several systems, each designed for its own job. None was designed to produce the combined picture a board or funder wants.

Definitions drift. Does a school visit count each pupil or each group? Does a free event count if people did not come through the main gate? Are outreach sessions visits? If nobody writes it down, each report makes its own choice.

Funders often want breakdowns such as postcode or age that are only available for some visits, which means estimating for the rest, and the method is lost by next year.

What manual reporting costs

ProblemEffect
Data in several systemsDays of work for every report
Definitions not written downFigures that change between reports
Breakdowns rebuilt each timeInconsistent funder reports
Door counts not linkedFree visits under- or over-counted
No single sourceTrustees cannot trust the trend

Funding decisions and board confidence both depend on these numbers being consistent and explainable year on year.

There is a people cost too. The report usually lands on whoever understands the spreadsheets, often someone whose actual job is learning, collections or marketing. Every quarter, that work stops for several days while the numbers are rebuilt.

One visitor dataset, many reports

We build a small reporting database that pulls visit data from each source every night.

  1. We connect to your ticketing, event ticketing, door counters and learning team records, through APIs or scheduled exports.
  2. We write down definitions with you, such as how school visits, events and outreach are counted, and apply them in code so every report uses the same rules.
  3. Postcode and age data is used where visitors provided it, and any estimate for the rest uses a method you approve and that is recorded with the figures.
  4. A dashboard shows visits by type, month and site, with trends against previous years.
  5. Report templates for your board, each funder and the local authority are produced from the same data, in the layouts they ask for.
  6. Each figure can be traced back to its source, so questions can be answered quickly.

Details we agree first

  • How repeat visits by annual pass holders are counted.
  • Whether visits to the café or shop only, without entering the galleries, count.
  • How door counter readings are adjusted for staff and contractors, if at all.
  • What happens when a source system is changed or replaced.

Board week afterwards

The quarterly report is ready from the dashboard. The funder's breakdown comes from the same data, using the same definitions as last year. When a trustee asks why school visits dropped, the answer is a click away.

  • One set of visitor data from all sources
  • Written definitions applied consistently
  • Board and funder reports from the same numbers
  • Figures you can trace and explain

Does reporting take over your week?

  • Visitor figures come from several systems.
  • Each report takes days to compile.
  • Figures differ between reports for the same period.
  • Definitions of a visit have never been written down.
  • Funders ask for breakdowns you struggle to produce.

FAQ

Frequently asked questions

The questions readers ask us after this guide.

Still have a question?

Ask us directly — a senior engineer will get back to you.

Ask about your project

Which systems can it pull from?

Any with an API or a regular export, including most ticketing systems, door counters and spreadsheets.

Can it produce the specific formats funders ask for?

Yes. Each report is a template built from the same data.

What about visitor privacy?

Reports use aggregated figures. Personal data is handled according to your privacy policy.

What drives the cost?

The number of data sources and report templates, and how clean the data is.

What do you need from us?

Access to each data source, copies of recent reports and time to agree definitions.

Keep reading

More on Problems We Solve

Start here

Tell us where your attraction's admin gets stuck

Describe your ticketing, tills, booking diaries and the reports you put together by hand. We will tell you what we would connect or build, what we would leave alone, and if your current provider can do it with better setup, we will say so.

  1. You tell us what you needTwo minutes on the form, or a message on WhatsApp.
  2. A senior engineer reviews itAnd comes back with questions, a realistic range and an honest view on fit.
  3. Free 30-minute scoping callWe talk through scope, options and a realistic estimate — with no obligation.
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