| Primary job |
Create, inspect, publish, and hand off the backend behind an existing or generated frontend. |
Build the entire web or native mobile application in one visual full-stack environment. |
| Starting point |
Start from app requirements or an external frontend whose data, auth, API, and workflow contract is incomplete. |
Start from a blank app, template, or AI prompt and build the interface and backend together inside Bubble. |
| Frontend surface |
Connects to external frontends and can host a staged static frontend; it is not a Bubble-style visual web or mobile editor. |
Provides visual web and native mobile app building with shared data, users, and workflows. |
| Data and authorization |
Relational models, managed product JWT auth, roles, permissions, and endpoint-level workflow checks; project access rules still require review. |
Built-in data types, user authentication, and privacy rules control record and field visibility within Bubble. |
| Logic and automation |
Visual backend workflows, custom REST endpoints, validation, tasks, and triggers are separated from the frontend and publish lifecycle. |
Visual page workflows and server-side API workflows coordinate interface actions, data, plugins, and external calls. |
| API integration |
API-first handoff includes OpenAPI, Markdown and JSON docs, typed SDK artifacts, snippets, auth notes, and publish state. |
Data API and Workflow API expose application behavior; API Connector, plugins, and SQL connector extend integrations. |
| AI workflow |
AI-assisted project creation and agent work are review-gated; hosted autonomous generation remains experimental. |
Bubble AI can generate an initial functional app structure with database and workflows, followed by visual refinement. |
| Release workflow |
Draft/publish separation, validation, integrity-checked published artifacts, API testing, and selective restore provide backend release gates. |
Development and live environments plus branch-based version control support application release management. |
| Portability |
Project, data, and runtime export surfaces exist, but this does not prove zero lock-in or automatic migration to another backend. |
Bubble documents CSV and API data export, while application logic cannot be exported as runnable source code and must be rebuilt off-platform. |
| Pricing and fit |
Default developer setup is self-serve through the dashboard; managed scope and terms need confirmation. |
Plan pricing includes workload units, storage, plugins, and potential overages; representative usage should be tested before choosing a plan. |