Field Notes · 2026-05-18
Segmenting accounts before you chase expansion
Expansion analytics only help when seats, workspaces, and plan changes share consistent definitions.
Account growth measurement fails when “expansion” means three different things across sales, product, and finance. Align on whether growth is extra seats, higher plan tiers, more workspaces, or higher usage within the same plan.
Once the definition is fixed, list the events that prove it happened. Seat invites accepted, plan change confirmed, and workspace created are common anchors. Soft signals such as page views of billing screens belong in a separate watchlist.
Segment existing accounts by readiness: already expanded once, eligible but quiet, and blocked by plan limits. Each segment needs a different review question.
A monthly growth review should open with the expansion definition, then the count of newly expanded accounts, then the blockers observed in the eligible-but-quiet group. Skip leaderboard-style dashboards that reward vanity volume.
If instrumentation cannot yet separate seats from workspaces, document that gap before inventing composite scores. Clean definitions beat clever indices.