Separate reach from conversion
Streams, impressions, views, and followers describe exposure or audience size. Ticket sales, email signups, direct purchases, saves, repeat listening, and merch conversion describe stronger forms of intent.
Growth Guide
Track ticket buyers, repeat listeners, direct customers, geographic demand, show margin, conversion, and retention alongside reach.
Choose Your Lens
Current View
Fan
Monthly listeners and follower counts can be useful, but they do not automatically tell you whether an artist can sell tickets, move merch, or sustain a touring operation.
Understand
Start with what the concept means and why it shows up.
Work It Through
Move through the practical decisions, tradeoffs, and moving parts.
Ask Better Questions
Use the prompts to catch assumptions before they become expensive.
Take It With You
Finish with a checklist you can use outside the page.
Streams, impressions, views, and followers describe exposure or audience size. Ticket sales, email signups, direct purchases, saves, repeat listening, and merch conversion describe stronger forms of intent.
Track where listeners, ticket buyers, merch customers, and email subscribers are concentrated. Market decisions should use multiple signals rather than routing a tour because a single dashboard shows listeners in a city.
Store offer, , attendance, , merch per head, direct costs, and show contribution. Over time, this becomes a more useful booking history than anecdotes about which rooms “felt packed.”
Repeat behavior is a sustainability signal. Measure how many buyers, attendees, subscribers, and listeners return across releases and tours.
Every metric should connect to a question: Where should we play? Which product should we restock? Which channel converts? What is improving? What should we stop spending on?