Dashboard design

Dashboard Mockup

Also called: Dashboard mock-up, Report mockup, Dashboard design mockup

A dashboard mockup is a realistic, static picture of a planned dashboard, with real chart types, colours and sample numbers, used to agree what will be built before any data work starts.

Mockup of a Q3 sales performance dashboard: four KPI cards (revenue $2.8M at 93% of a $3.0M target, win rate 31%, pipeline $9.6M at 3.2× coverage, 48 new customers against 60), monthly revenue columns of $0.88M, $0.93M and $0.99M against a $1.0M monthly target, and revenue by region totalling $2.80M.

What a mockup shows

A mockup is the dashboard as it will look, minus the live data. Every box from the wireframe becomes a specific visual with a title, axis labels, colours and sample values.

The example is a Q3 sales page. It shows the decisions a stakeholder can now react to:

  • Which KPIs, and against what. Revenue is shown against a $3.0M target (93%), new customers against 60. Win rate is compared with last quarter instead, which is a choice someone should confirm.
  • Which chart types. Monthly revenue as columns with a $1.0M-a-month target line, regions as a ranked bar chart.
  • How the numbers read. The three months ($0.88M + $0.93M + $0.99M) and the four regions ($1.20M + $0.80M + $0.50M + $0.30M) both add up to the $2.8M on the card. A mockup whose numbers don’t reconcile invites the wrong questions.

Nothing is connected to a database. That’s the point: changing a chart type or swapping a KPI takes seconds.

Where it fits in the process

Five steps from left to right: requirements, wireframe, mockup, sign-off and build, with the cost of a change rising from low to high along the way

  1. Requirements. Who it’s for, the questions it answers, the KPIs and targets.
  2. Wireframe. Grey boxes to agree the layout.
  3. Mockup. Real visuals and sample numbers.
  4. Sign-off. The stakeholder approves the mockup as the spec.
  5. Build. Data model, measures and the real report.

Small or familiar dashboards often skip the wireframe and go straight to a mockup. See low vs. high fidelity for how polished each stage should be.

Mockup vs. wireframe vs. prototype

Looks likeSettles
WireframeGrey boxes, no dataLayout
MockupFinished, with sample numbersContent, chart types, look
PrototypeFinished, and clickableHow it behaves

A prototype adds interaction: filters, clicks and navigation between pages.

For BI work, a mockup is usually where the most expensive misunderstandings get caught, because it’s the first point where a stakeholder sees their numbers in a specific chart.

Best practices

  • Use the real canvas size. Build on the same proportions as the target report (16:9 is the Power BI default), so the layout survives the build.
  • Use the real visual types. A chart that can’t be built in the target tool, or needs a custom visual, should be flagged now, not discovered later.
  • Make the sample numbers add up. Totals, subtotals and percentages should reconcile. Use plausible magnitudes for the client’s business.
  • Label everything as you would in the build. Titles, units and time frames (“Revenue (Q3, $M)”) are part of what’s being approved.
  • Keep one version of the truth. Number versions (v1, v2, v3) and note what changed, so sign-off refers to a specific one.

Mocking up a dashboard

A mockup is the cheapest place to find out that a stakeholder wanted a different KPI, chart or filter. Our guide to mocking up a Power BI dashboard before you build it walks through the process step by step.

See it in a real layout

These free Mockko templates use it. Open one and edit it in your browser.

Related terms

Common questions

What's the difference between a dashboard mockup and a wireframe?
A wireframe uses grey boxes to settle the layout. A mockup replaces them with the real chart types, colours, labels and believable sample numbers, so people can react to what the finished dashboard will actually look like.
Should a dashboard mockup use real data?
Usually not. Realistic sample numbers are enough, and they keep the conversation on the design rather than on whether last week's figure is right. Just make sure the numbers add up, because stakeholders will check.
How long does it take to make a dashboard mockup?
For a single page, typically an hour or two once the requirements are clear. That's a fraction of the time it takes to build the data model and measures behind it.

Mock it up before you build it

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