How SM Entertainment uses a purpose-built Chartmetric dashboard to follow artists and releases across every stage of the release cycle.
A LABEL BUILT AROUND THE RELEASE CYCLE
Chartmetric partnered with SM Entertainment, the K-pop powerhouse behind aespa, NCT, Red Velvet, and RIIZE, to quantify how a unified music data platform supports day-to-day label operations. Chartmetric brings music consumption, audience, playlist, and social data together across streaming and social platforms, giving SM a connected view of how every release moves.
A K-pop label’s business turns on the release window. A single or album lands, and the decisions that follow, promotion, touring, audience targeting, and the next comeback, all read the growth curve it produces.
SM tracks that curve in one place: a custom release-performance dashboard following every artist and release across Spotify, Instagram, YouTube, TikTok, Melon, and Weibo from debut onward.
A purpose-built release-performance dashboard brings artist and release intelligence into one command center.
HOW THE RELEASE-PERFORMANCE DASHBOARD WORKS
The dashboard turns each release into a consistent measurement window. It records follower and stream levels at launch, then compares growth at +7, +14, and +28 days so teams can assess one campaign against another on the same timeline.
Alongside release-window growth, the dashboard brings in album sales, live-performance capacity, and country-level audience breakdowns across home, artist, track, and roster views.
That structure lets a focused group of analysts, A&R, and global-operations staff move from a roster-wide view into the performance of an artist or release without rebuilding the analysis each time.
AESPA AND THE MAKING OF A GLOBAL GROUP
aespa’s rise has many drivers, concept, catalog, and an audience spanning Korea, Japan, China, Southeast Asia, and the West. Operating at that scale is also a data challenge, requiring a connected view of audience and streaming momentum.
Within SM’s release-performance dashboard, those signals sit alongside the rest of the roster in a standing view the team can open every morning.
With aespa’s growth tracked release over release, at launch and then +7, +14, and +28 days, the group is not a one-off lookup. It is part of a repeatable framework SM uses to understand every comeback.
A DASHBOARD-LED WORKFLOW
SM’s use of Chartmetric reflects a focused, dashboard-led approach built around a consistent release-performance framework.
- Home, artist, track, and roster views use the same release framework.
- Teams can compare release-window growth without rebuilding the analysis for each comeback.
- Audience, streaming, sales, and live-performance signals are available in one connected experience.
The dashboard gives analysts, A&R, and global-operations teams a consistent way to evaluate each release.
A FOCUSED, DASHBOARD-LED OPERATING MODEL
The custom dashboard is the center of gravity, giving analysts, A&R, and global-operations staff a shared release framework that turns the calendar of comebacks into a consistent operating cadence.
WHAT THE OPERATING MODEL ENABLES
The dashboard standardizes how teams review release performance while preserving the ability to move from roster context into artist and track detail.
Chartmetric supports the workflow without claiming that any individual feature caused an artist’s performance.