"Make-believe numbers" fall apart the moment a CFO asks how you got them. Here's how to measure community health and value with math you can check.

Mark Birch, author of Community in a Box and founder of TribeROI, joins Chris Heuer and Marius Ciortea to talk about what community health really means. They cover why AI can't do the people connecting for you, and how bridge metrics link what happens in your community to the business outcomes your executives care about. Marius shares the one health metric he always starts with: logins, and how often active members come back. Mark explains his C1, C2, C3 framework, the two mistakes that sink most community ROI cases, and why his health score runs on plain math instead of AI guesswork. He also names the metric everyone should retire.

In this episode:

- Marius's one health metric: logins, MAU and DAU

- Why "build it and they will come" is a terrible approach

- Bridge metrics: connecting community signals to business outcomes

- Why proxy metrics fail the CFO test

- Build or lease: when to make your own tools and when to buy

- Start with the ROI, and the one metric to retire

Episode page, show notes and transcript: https://communityassistant.ai/ep004

Get the free Daily Brief skill for Claude and ChatGPT: https://communityassistant.ai/skills/daily-brief/

Practice Notes newsletter: https://practice.communityassistant.ai/

Mark Birch: https://www.linkedin.com/in/startupmark/

TribeROI: https://triberoi.com/

Community in a Box: https://community-in-a-box.com/

CommunityAssistant.ai is made possible by Higher Logic. Higher Logic sponsors the show; it doesn't control the content. Marius Ciortea speaks for himself, not his employer.