AI Dashboard Builder for Bubble Tea Shops

A dashboard for bubble tea shops without a BI tool or a consultant. Say which figures you want to see; Mythex builds the charts, the filters and the export.

Who it's for

Owners and managers of bubble tea shops who rebuild the same summary in a spreadsheet at the end of every month.

What you can build

  • KPI cards for the figures your bubble tea shop lives on
  • A trend chart over time, by week or by month
  • A breakdown by category, across milk teas and fruit teas
  • A filterable table of the underlying records
  • A CSV import, so it runs on the data you already keep

How bubble tea shops work

A bubble tea shop runs on afternoon and evening rushes, with students after school and weekend crowds driving most sales. Every drink is customized by sweetness, ice level and toppings, so order accuracy matters. Tapioca pearls have a short holding time once cooked, so batches must match demand, and brewed tea is made in rounds through the day. Orders come in at the counter, from kiosks and through delivery apps. Software helps with pickup ordering, loyalty and stock planning.

What dashboard for Bubble Tea Shops has to handle

  • Drinks sold by hour, to plan pearl batches and staff.
  • Topping popularity and add-on revenue.
  • Waste of pearls and brewed tea at close.
  • Sales by channel: counter, direct pickup and delivery apps.

A tip for bubble tea shops

Log discarded pearls at each batch expiry and compare them with sales by hour. After a few weeks you can cook smaller batches more often at quiet times and larger ones before the school rush, instead of guessing.

A prompt to start from

Build a dashboard for a bubble tea shop. Show KPI cards for the key totals, a line chart of the trend over time, a bar chart broken down by category, and a filterable table of records with customer name, drink, sweetness and ice and pickup time. Add a date-range filter, a CSV import to load my existing data, and an export. Use a database and seed it with realistic sample data so I can see it working.

Questions

How can I reduce tapioca pearl waste?

Track how many portions you throw away and when, alongside hourly sales. That shows when to cook smaller batches and when demand justifies larger ones.

Can it use my own data?

Yes. Start on sample data so you can see the layout, then ask for a CSV import or for the app to read the data another project already stores.

Can I share it with the team?

Publish it and send the URL. Ask for login if the numbers should not be public, and Mythex adds accounts to the published app.

Do I need to know how to code?

No. You describe what you want in plain language and Mythex writes the code, shows a live preview, and lets you change things by chatting. The code editor and terminal are there if you ever want them.

Do I have to explain my business every time?

No. Mythex remembers who you are and how you work across every project, and follows the standing notes you set for a project, so you are not re-briefing it in each new chat. You can read, edit or switch all of it off.

How much does it cost?

There is a Free plan with daily credits, enough to build and publish a first version. Pro is $25/month and adds full code editing, GitHub export, custom domains, and credit top-ups.

Templates to start from

  • Barbershop Booking Website Template — Multi-step booking with photo gallery
  • Analytics Dashboard Template — KPI cards, charts, and activity table
  • Metrics Dashboard Template — Governed metrics and self-serve charts
  • Budget Dashboard Template — CSV import with variance analytics
  • Customer Health Dashboard Template — Churn scoring with explainable charts
  • Account Health Dashboard Template — Renewal view with risk scores
  • Sales Attribution Dashboard Template — Multi-model revenue attribution
  • Supply Chain Simulator Template — Flip disruptions and watch KPIs

Guide

How to build a dashboard

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