mull

Bubble Key Insights

Mis on mull?

mull on koodita AI app builder and visual development platform that lets you create, host and scale full stack web apps and native iOS and Android apps without writing code. You describe your idea in plain English and Bubble AI generates a working app with pages, a database, user logins and workflows. From there you can change any detail visually or ask the Bubble AI Agent to do it for you.

Hosting, security, user authentication and deployment all run on one platform, so there is no DevOps to manage. For businesses, this means lower development costs and faster launches for SaaS products, marketplaces, client portals, CRMs and internal tools. Bubble sits where tootlikkuse tööriistad meet business automation, and nearly 6 million builders have created more than 7 million apps on it.

Key Features of Bubble

mull AI Agent 2 for Prompt Based App Editing

Agent 2 came out of beta on 6 October 2026 and works on every app, including ones built before the update. Bubble reports it is 1.5 times better at building exactly what you ask for and twice as good at making sure the result works, because it runs the issue checker in the background as it builds.

It can add whole features to large existing apps, set up API connections, install plugins, fix flagged issues and take spoken prompts. Preview now has its own editor tab with the Agent pinned beside it, so you can click a button or data field and edit that exact piece.

Bubble MCP for Developers Using Their Own AI Agendid

The new Bubble MCP (beta) lets experienced builders connect Claude Code, Codex or another agent straight to their Bubble app. You can turn a Jira or Linear ticket into a working feature, convert a Figma mockup into live pages, or bring in apps built on other platforms. It runs on your own agent, so it does not use your Bubble AI credits. For now it cannot read logs, merge branches or deploy.

Native Mobile App Builder with One Shared Backend

Bubble builds true native iOS and Android apps on React Native, not web wrappers. Web and mobile apps in the same project share one database and one set of workflows, so you build a feature once and it reaches users on the web, the App Store and Google Play. The Agent can now fully build and edit mobile UI, workflows and data, and it can copy your web design from a screenshot.

OTA updates let you push some fixes without resubmitting to the app stores.Bubble builds true native iOS and Android apps on React Native, not web wrappers. Web and mobile apps in the same project share one database and one set of workflows, so you build a feature once and it reaches users on the web, the App Store and Google Play.

The Agent can now fully build and edit mobile UI, workflows and data, and it can copy your web design from a screenshot. OTA updates let you push some fixes without resubmitting to the app stores.

Visual Workflow Engine and Built In Database

This is the core of Bubble. You build logic with “when this happens, do that” workflows, including scheduled backend workflows, recurring jobs and API workflows. The built in database handles data types, relationships and privacy rules, and the Agent writes those privacy rules for you automatically. Everything stays visible and editable, and that is where Bubble pulls ahead of AI kodeerimistööriistad that hand you code you cannot read.

API Connector and Plugin Marketplace

The API Connector links your app to almost any REST service, including Stripe, OpenAI, Claude, Twilio and your own CRM. The plugin marketplace adds thousands of extra elements and integrations, some free and some paid. Together they make Bubble a strong choice for AI SaaS tooted and business software that leans heavily on automation.

Enterprise Grade Security and Version Control

Bubble holds a SOC 2 Type II report and supports GDPR, with role based access and encryption. The security dashboard scans your app and flags weak spots such as exposed data or loose privacy rules. Version control with branches and a changelog lets teams build side by side and deploy with confidence. Enterprise plans add SSO, dedicated servers, a choice of hosting region, a static IP address and dedicated support.

Bubble Pricing Plans

Figma to Bubble Converter for Faster Design to App Builds

mull's free Figma to Bubble converter turns finished designs into responsive, editable Bubble elements in a few clicks. You select a frame with the Figma plugin, then paste it into the editor using the Bubble Chrome extension. It supports files with up to 1,000 elements.

Designs built with Auto Layout convert most accurately because they follow the same logic as Bubble's responsive engine. You will need to map buttons, inputs and dropdowns separately, and a little cleanup is normal. For faster handoffs, the new Bubble MCP lets Claude Code or Codex turn a Figma mockup into working pages. Designers keep using their favourite tools, and product teams move from prototype to a live app with real data and workflows in days.

Bubble App Monetisation Insights from 250,000 Live Apps

mull's Business of Building 2026 report studied more than 250,000 live apps, 11.9 million deploys and 233 million edits to find what turns an app into revenue. Almost a third of the apps that make money charge users on day one, and the typical one takes its first payment within 8 days of launch.

Earning apps ship about 45 updates in their first six months, against just 2 for apps that never earn. They also receive 614 edits across 46 days, compared with 25 edits across 4 days. Apps with AI features make money 28% of the time, nearly three times the 10% rate for apps without them. The lesson for founders is simple. Charge early, ship often and keep improving after launch.

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Bubble Academy, Certification and Community Support for Faster Learning

Bubble has one of the strongest learning ecosystems in no code app development. Bubble Academy offers free courses, video tutorials and guides for every level, so complete beginners can build their first app without coding experience. The Bubble Manual explains every feature clearly, from workflows and privacy rules to setting up the new MCP.

When you get stuck, the Bubble Forum puts you in touch with a large global community of builders and expert agencies. Bubble is also running AI Office Hours on Agent 2 and the MCP several times a week until 6 November 2026. Professionals can prove their skills with the official Bubble Developer Certification, a 90 question exam with a 3.5 hour time limit.

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