Architecture Deep Dive · Bubble.io

Bubble.io Data Model Design: The Complete Guide for SaaS Founders

The biggest mistake Bubble builders make is opening the editor before designing the data model. This guide teaches you how to design a SaaS data model correctly — on paper, before you touch Bubble — so you never have to refactor it later.

#1Cause of Bubble Rebuilds
3hrsTo Design It Right
3wksSaved in Refactoring

⏱ 15 min read · Bubble.io · Data Architecture 2026

Design the Data Model Before You Open Bubble

Every Bubble SaaS rebuild we have ever seen had the same root cause: the builder opened the editor, created a few data types, started building pages, and then discovered three weeks later that the model cannot support the feature they need to build next. The fix required changing field names, breaking existing workflows, and rebuilding pages that depended on the old structure. This is always avoidable. A few hours of upfront design on paper eliminates weeks of downstream pain.

💡

The One Rule of Data Model Design

Design your data model by asking: “What are the things in my product?” Every distinct thing becomes a data type. Every property of that thing becomes a field. Every relationship between things becomes a relationship field. That is it.

The Six Foundation Data Types Every SaaS Needs

🏠Workspace
nametext
slugtext
owner→ User
plan→ Plan
stripe_customer_idtext
seats_usednumber

👤Membership
user→ User
workspace→ Workspace
roleoption set
statusoption set
joined_atdate

🎛️Plan
nametext
price_monthlynumber
seat_limitnumber
record_limitnumber
featureslist of text

📋Invitation
tokentext
workspace→ Workspace
emailtext
roleoption set
expires_atdate

📝Audit Log
workspace→ Workspace
actor→ User
actiontext
resource_typetext
created_datedate

👥User (extended)
display_nametext
avatarimage
current_workspace→ Workspace
onboarding_doneyes/no

Every App Data Type Must Have a Workspace Field

This is the most important rule in Bubble SaaS architecture. Without it, your privacy rules cannot enforce tenant isolation. With it, every search, every display, every workflow is automatically scoped to the correct workspace.

// Every app-specific data type follows this template
Project:
workspace → Workspace ← MANDATORY on every type
name → text
created_by → User
is_deleted → yes/no ← always soft delete

// On creation: always set workspace
Create Project Step:
workspace = Current User’s current_workspace

// On every search: always scope
Search for Projects:
workspace = Current User’s current_workspace
is_deleted = no

Option Sets vs. Data Types — Know the Difference

✅ Use Option Sets For
Status values (Active, Paused, Cancelled), roles (Owner, Admin, Member, Viewer), categories that never change, any enumerated value with a fixed list. Zero database queries at render time.
❌ Don’t Use Data Types For
Static lookup lists, dropdown options that never vary per customer, role names, status labels. Creating a “Status” data type with 5 records instead of an Option Set fires unnecessary DB queries on every page load.

Get Your Data Model Reviewed Before You Build

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