PixelPerfectPbi
- Oliver Heisel
- Mar 3
- 3 min read
A Lightweight Web App for Precise Power BI Mockup Layouts. Static Webapp! Everything local on your mashine!
Designing Power BI reports often starts long before data modeling, DAX, or publishing. One of the hardest parts in the early phase is layout: deciding where visuals should sit, how much space they need, how elements align, and whether spacing feels intentional. That is exactly where PixelPerfectPbi helps.
PixelPerfectPbi is a lightweight web app built for pixel-accurate layout planning. Instead of jumping straight into Power BI and moving visuals around by trial and error, you can first sketch the report structure on a configurable grid. The result is a faster and more controlled mockup workflow, especially for dashboards where visual balance and spacing matter. Every pixel matters! Otherwise, it will easily look misaligned.

How it works
At the center of the app is a configurable layout grid. By default, the canvas starts at 1280 by 720 pixels, but both width and height can be adjusted from the header. The grid is visible with minor and major guide lines, which makes it easy to align elements precisely. If needed, snapping can be enabled so every rectangle locks to a defined pixel interval.
Users create rectangles directly on the grid by clicking and dragging. Each rectangle acts as a placeholder for a future chart, KPI card, slicer, text block, or any other dashboard element. Once created, rectangles can be selected, moved, resized, recolored, renamed, duplicated, and locked.
The app also includes tools that make layout work more practical:
- Hover inspection shows the exact rectangle coordinates and dimensions.
- A live mouse position indicator helps with precise placement.
- Selecting two rectangles reveals the exact horizontal and vertical distance between them.
- Keyboard nudging allows fine movement with the arrow keys.
- Undo support makes experimentation safer.
- Right-click menus expose quick editing actions without opening a separate properties panel.
Layouts can be exported as JSON and imported again later, which makes it easy to save a concept, share it with teammates, or continue working on a draft. The app can also encode the full layout into the URL, so a shared link can reproduce the same state on another device without requiring a database or login.
Why this is useful:
The biggest benefit of PixelPerfectPbi is clarity before implementation. Instead of adjusting report visuals directly in Power BI while also thinking about data, interactions, and formatting, you can separate layout design into its own step. That reduces friction and helps teams make faster decisions.
There are several practical benefits:
1. Faster mockup iteration
You can test dashboard structures quickly without building actual visuals first. This is ideal for workshops, client reviews, and internal design alignment.
2. Better spacing and alignment
Because the app exposes coordinates, snapping, and distance measurements, it becomes much easier to create layouts that feel intentional and balanced.
3. Simpler collaboration
JSON export/import and shareable URLs make it easy to exchange layouts with others. A stakeholder can open the same design state without needing Power BI Desktop.
4. Lower technical overhead
The app is intentionally small. It uses a minimal Python backend for serving the page, but the actual layout interaction happens in the browser. That keeps the setup simple and makes the tool easy to run locally or in Docker.
5. Useful for design-first BI workflows
Many BI teams want to agree on structure before implementation. PixelPerfectPbi supports that design-first process by giving teams a dedicated environment for layout planning.
Who it is for
PixelPerfectPbi is useful for:
Power BI developers planning dashboard layouts
Analytics teams aligning on report structure
Freelancers and consultants preparing mockups for clients
Designers who want to collaborate with BI teams without entering Power BI immediately
Final thoughts
PixelPerfectPbi is not a replacement for Power BI. It is a focused layout tool that helps before the build phase starts. Its strength lies in speed, precision, and simplicity. By giving teams a dedicated place to design report structure, it turns rough dashboard ideas into concrete, shareable, pixel-accurate mockups.
For anyone building Power BI reports regularly, that can save time, reduce rework, and lead to cleaner final dashboards.




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