Flagship studio
Cohort Signal Studio
Six weeks of close reading on one live app surface. You leave with a cohort map, a habit window you can defend, and a list of metrics you are willing to stop quoting.
Swayfield studio · remote cohorts
App audiences leave traces. Most charts sand them smooth.
Vaultmatrixhub trains product, research, and growth people in App Audience Intelligence: watching how people actually enter, stall, and return — then writing claims that a sceptical colleague can still believe on a Thursday afternoon.
19live studio seats this year
2,160alumni observation notes archived
6 weeksstandard cohort cycle
41%of teams drop a vanity metric by week two
How a cycle actually runs
We do not sell a funnel template. Each week has a writing assignment tied to a real screen, not a hypothetical persona deck.
Week rhythm
Monday: a short brief on one audience slice. Wednesday: a 90-minute studio. Friday: a one-page claim you must mark as “observed”, “inferred”, or “hoped”.
Tutors mark the hoped claims in the margin. That is the whole pedagogy, more or less.
What you bring
Access to a product you are allowed to discuss (anonymised exports are fine). A colleague who will disagree with you once. Patience for screens that look “fine” in aggregate and messy in session replay.
From people who sat the studio
The “habit window” exercise in Cohort Signal Studio made our onboarding debate smaller. We still argue about copy, but we stopped treating day-7 return as a personality test.
Useful, though the annotated session homework took longer than the timetable admitted. I would budget a quiet Thursday, not a lunch slot.
What the work protects you from
Borrowed personas
Audience slides that could belong to any subscription app. We replace them with named slices tied to a screen and a week.
Smoothing
Rolling averages that hide the Tuesday crash after a push. You learn when a curve is a story and when it is furniture.
Unowned claims
Board language with no observer. Every claim in our studio carries a name, a date, and a limitation line.
