Use Case · CS leaders, account managers, CSM operations

Best Power BI Visuals for a Customer Success Dashboard

The best Power BI visuals for customer success — health scorecards, retention cohorts, expansion Sankeys, NPS trends.

Customer Success dashboards answer: which accounts are healthy, which are at risk, and where is the expansion opportunity. The data is account-level and temporal: usage trends, feature adoption, NPS, renewal dates, CSAT, support-ticket volume, invoice history. Native Power BI can show any single dimension but struggles with the multi-signal health-score gestalt CS leaders need.

VizForge generates CS-appropriate visuals: radar for account health scores, heatmap for cohort retention, Sankey for expansion/contraction flows, bullet charts for CSM team metrics. Below is the cut list.

Recommended visuals

Typical DAX measures

Net Revenue Retention (NRR)

NRR =
    VAR StartingARR = [ARR at Start of Period]
    VAR Expansion   = [Expansion Amount]
    VAR Contraction = [Contraction Amount]
    VAR Churn       = [Churn Amount]
    RETURN DIVIDE(
        StartingARR + Expansion - Contraction - Churn,
        StartingARR
    )

Account Health Score (composite)

Account Health =
    VAR UsageScore   = [Product Usage Score] * 0.3
    VAR NpsScore     = [NPS Score] * 0.2
    VAR SupportScore = [Support Score] * 0.2
    VAR BillingScore = [Billing Score] * 0.15
    VAR AdoptionSc   = [Feature Adoption] * 0.15
    RETURN UsageScore + NpsScore + SupportScore + BillingScore + AdoptionSc

Logo Churn Rate

Logo Churn =
    DIVIDE(
        COUNTROWS( FILTER( Customers, Customers[Churned This Period] ) ),
        COUNTROWS( FILTER( Customers, Customers[Active at Period Start] ) )
    )

Example VizForge prompts

Example VizForge prompt

Radar chart per account showing health score on 6 dimensions (usage, engagement, NPS, support tickets inverted, billing, adoption). Overlay this-quarter vs. last-quarter polygons.

Example VizForge prompt

Cohort retention heatmap: rows = signup month, columns = months-since-signup (0-24), cells = % of cohort still active. Sequential green color scale.

Example VizForge prompt

Sankey diagram of account flow over the quarter: starting health bucket (Green, Yellow, Red) → ending state (Renewed, Expanded, Downgraded, Churned). Thickness by ARR.

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FAQ

Can the health score update in real-time?

Only as fast as your Power BI dataset refresh. DirectQuery can approach near-real-time; scheduled refresh typically daily.

Can CSMs drill from the overview into individual accounts?

Yes — set up a drill-through target page that shows full account detail; every VizForge visual supports it.

Can the Sankey handle 10,000+ accounts?

Bucket accounts into health categories first. Sankeys read well with ~5-20 nodes; individual-account Sankey is unreadable.

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