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Bubble: AI Generation Meets a Full Visual Editor

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Description

Bubble is a no-code platform for building web and native mobile apps, combining an AI app generator with a full visual editor for design, database, and workflow logic. Users can start from an AI-generated prompt or build entirely by hand with drag-and-drop, and switch freely between the two as a project develops. Bubble bills usage through Workload Units (WUs), a measure of server-side processing consumed by database queries, workflow runs, and API calls, rather than a flat per-seat fee. Plans are split across three tracks: Web only, Mobile only (native iOS and Android through app stores), or Web+Mobile combined sharing one backend. The Free plan includes the full visual builder and 50,000 WUs per month for prototyping, though live deployment requires a paid plan. Bubble includes built-in security, version control with branching, and SOC 2 Type II compliance. It suits founders, agencies, and technical and non-technical builders who want one platform covering database, backend, and frontend rather than stitching several tools together.

Key Features

  • AI app generator — generate an initial app from a natural language prompt, then continue in the visual editor.
  • Visual drag-and-drop editor — full design and logic control without a prompt-only workflow.
  • Native mobile publishing — publish apps to the iOS App Store and Google Play from the same backend as the web app.
  • Built-in database — custom data types without a separate database service.
  • Version control and branching — track changes and work on parallel branches for team collaboration.
  • API Connector — integrate with Stripe, Google Maps, OpenAI, and other third-party services.
  • Workload Unit billing — usage-based pricing tied to actual server processing rather than seats.

How It Works

A new project can start from a text prompt, which Bubble’s AI turns into an initial design and working backend, or from a blank canvas built entirely in the visual editor. Either way, the same underlying tools apply: a database editor for defining data types, a workflow builder for defining what happens on events like a button click or form submission, and a responsive design canvas. Every database query, workflow run, and API call consumes Workload Units from the plan’s monthly allocation, which resets each billing cycle; exceeding the limit allows purchasing additional WUs at an overage rate. Choosing a Web, Mobile, or Web+Mobile track at signup determines which infrastructure the app deploys to, with Web+Mobile sharing one database and backend across both. Finished apps go live directly from Bubble’s own hosting, with no separate deployment step required.

Technical Architecture & Overview

  • Core Engine: Bubble’s AI app generator plus its own visual programming runtime; no single named third-party model documented for the core builder.
  • Deployment: Fully hosted by Bubble; separate Web, Mobile, and Web+Mobile tracks determine infrastructure, with native builds distributed through the App Store and Google Play.
  • API Surface: Built-in API Connector for third-party integrations (Stripe, Google Maps, OpenAI, and others); Bubble also exposes its own Data API for external systems to read and write app data.
  • Known Limits: Free plan includes 50,000 WUs per month but cannot deploy live; Growth (the recommended tier) adds two-factor authentication and premium version control, while Team adds sub-apps and 5 app editors, per Bubble’s official pricing page.

Pros & Cons

ProsCons
Combines AI generation and full manual visual editing in one platform rather than picking one approach Free plan cannot deploy a live app; a paid plan is required to launch
Native mobile publishing to iOS and Android shares the same backend as the web app Workload Unit billing ties cost to server processing, which can be harder to predict than a flat per-seat fee
Free plan includes the full visual builder and 50,000 WUs per month for prototyping Growth, the recommended plan, jumps to $209/month billed annually, a steep step up from Starter
Saving up to 20% is available by switching to annual billing on any paid tier No code export, so switching off Bubble later means rebuilding rather than migrating
SOC 2 Type II compliance built into the platform Overage WU rates cost more than upgrading a tier proactively once usage grows

Pricing

PlanPrice
Free$0/month (50,000 WUs/month, full visual builder, no live deployment)
Starter$59/month billed annually (recurring workflows, basic version control, 175K WUs/month)
Growth$209/month billed annually (recommended; premium version control, two-factor auth, 2 app editors)

https://bubble.io/pricing

Platform Availability

Web | iOS | Android

Best For

Founders | Agencies | Product managers | Enterprises

Frequently Asked Questions

Is Bubble free to use?

The Free plan is $0 per month and includes the full visual builder plus 50,000 Workload Units, but it cannot deploy a live, publicly accessible app; a paid plan starting at $59/month billed annually is required to launch.

What are Workload Units in Bubble?

Workload Units measure server-side processing consumed by database queries, workflow runs, and API calls. Each paid plan includes a monthly WU allocation that resets each billing cycle.

Which Bubble plan does Bubble recommend?

Growth, at $209/month billed annually, is marked as Bubble’s recommended plan on its official pricing page, aimed at teams that need premium version control and two-factor authentication.

Can I export my app’s code from Bubble?

No code export is offered; apps built on Bubble run on Bubble’s own hosting and runtime, which is a switching-cost consideration worth planning for before committing long-term.

How does Bubble differ from Base44 or Bolt.new?

Bubble combines AI generation with a full manual visual editor and native mobile publishing, while Base44 and Bolt.new center more heavily on AI-first generation from a prompt with lighter manual editing tools.

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