Case Study: Formula Bot reaches 1 million users with Bubble Group

How Formula Bot Built a 1 Million-User AI Tool on Bubble

Formula Bot, built by David Bressler, needed a way to turn a weekend idea into a real product: an AI-powered Excel formula generator that could help users with spreadsheet tasks despite his lack of programming experience. Using Bubble’s no-code platform, he was able to quickly build an MVP and test the concept, but early viral growth also created immediate scaling and cost challenges.

Bubble helped Formula Bot evolve from a simple formula tool into a comprehensive AI data analytics platform for uploading files, analyzing sentiment, and connecting to data sources like Google Sheets, Google Analytics, and other platforms. With Bubble and support from Bubble Silver agency partner Zeroic, Formula Bot grew to 1 million users, while David expanded the business to about $5,000 in MRR and built a more secure, optimized product with dedicated development help.

Formula Bot

David Bressler

Formula Bot