Richard White, Fathom
100K Signups, 100 Users: Fixing an AI SaaS Retention Crisis
Richard White is the founder and CEO of Fathom, the number one rated AI note-taking app that automatically captures and summarizes meetings. In 2019, after running UserVoice for over a decade, Richard decided it was time for a change. Like many people, he struggled to take notes while talking in meetings. When the pandemic hit, he saw his opportunity. He recruited four of his best engineers from UserVoice and raised funding on day one. But growth was painfully slow. After nearly a year, they only had 50 stable users. The problem was trust. People would not bring an unknown bot into real meetings. They wanted to test it first, but testing on their own did not work because the bot would mute itself. So his team built a clever fix - a bot that played pre-recorded video, giving users a "fake" meeting to help them build confidence. Then Zoom launched its app marketplace and included Fathom. They exploded to 100,000 signups in the first month. But only 100 people were actually using it daily. Turns out 99% of signups had zero meetings on their calendars. Zoom had sent them tons of free users who were not using the platform for business. Richard's SaaS retention numbers looked catastrophic. Instead of giving up, Richard saw opportunity. The thousands of low-quality signups were actually the perfect testing ground to fix their broken onboarding and solve their SaaS retention problem. Just as growth took off in 2022, the funding market crashed. VCs started demanding revenue over user growth. Richard gave his team 60 days to monetize. They started selling a team plan before it was built - just two features ready and a slide deck showing what was coming. It worked - they hit $100K ARR in the first month and reached $1M ARR in a year. Today, Fathom generates eight figures in ARR with 80 employees and serves around 175,000 companies.
