How do you estimate critical mass for a new product?
Study analogous products, measure the engagement level at which organic growth begins, and use cohort analysis to find the threshold.
Mental Models
The minimum amount of input, adoption, or resources needed for a process to become self-sustaining.
Critical mass explains why some efforts seem to produce no results until a tipping point is reached, after which growth becomes self-sustaining.
Have we reached the threshold where this system sustains itself, or are we still pushing uphill?
A community platform with 50 users feels dead. At 500 active users, conversations generate enough content to attract new members organically. The critical mass for self-sustaining engagement was around 300.
Study analogous products, measure the engagement level at which organic growth begins, and use cohort analysis to find the threshold.
Related but distinct. Product-market fit is about value alignment. Critical mass is about sufficient adoption for self-sustaining dynamics. You can have fit without mass.
A product becomes more valuable as more people use it.
The initial effort to start something is often the hardest part.
Small, consistent gains accumulate into outsized results over time.