Use Case · CMOs, demand gen leads, marketing analysts

Best Power BI Visuals for Marketing Attribution

The best Power BI visuals for marketing attribution — multi-touch Sankeys, channel mix heatmaps, funnel drop-off, campaign ROI bullets.

Marketing attribution is inherently multi-touch: a lead sees a LinkedIn ad, reads a blog post, attends a webinar, gets a nurture email, and finally converts on a pricing-page visit. Attributing revenue to channels requires visuals that can show a path, not just a single source. Native Power BI visuals show "first touch" or "last touch" as a bar chart, which misleads.

VizForge-generated Sankey diagrams, chord diagrams, and flow-shaped funnels are the right tools for this. Below are the visuals worth investing in for an attribution dashboard.

Recommended visuals

Sankey Diagram
Multi-touch attribution path: first touch → intermediate touches → conversion. See where paths concentrate.
Funnel Chart
Channel-specific funnel: how each channel converts from impression to MQL to SQL.
Heatmap
Channel × campaign ROI grid. Spot the strongest combinations.
Bullet Chart
CPL or CAC vs. target by channel.
Chord Diagram
Cross-channel influence: which channels tend to appear together in successful conversion paths.
Waterfall Chart
Lead volume bridge: last period → channel deltas → this period.
Calendar Heatmap
Daily lead volume by source over the quarter.

Typical DAX measures

Cost Per Lead (by channel)

Cost Per Lead =
    DIVIDE(
        SUM( Spend[Amount] ),
        COUNTROWS( Leads )
    )

Attributed Revenue (linear multi-touch)

Attributed Revenue =
    VAR TouchesInPath = COUNTROWS( Touches )
    VAR OppAmount = SUM( Opportunities[Amount] )
    RETURN DIVIDE( OppAmount, TouchesInPath )

Apply per touch row. Linear attribution splits revenue evenly across all touches in the path.

Channel Blended ROI

Channel ROI =
    DIVIDE(
        SUM( [Attributed Revenue] ),
        SUM( Spend[Amount] )
    )

Example VizForge prompts

Example VizForge prompt

Sankey diagram of lead attribution paths. Left nodes = first-touch channel, middle nodes = intermediate-touch channel, right nodes = last-touch channel. Thickness by number of converted opportunities.

Example VizForge prompt

Channel ROI heatmap: rows are channels, columns are campaigns, cells are blended ROI. Diverging red-white-green scale, center at 1.0.

Example VizForge prompt

Bullet chart grid: one row per marketing channel, showing actual CPL vs. target CPL. Red band above 150% of target, yellow 100-150%, green below target.

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FAQ

Can the visuals use different attribution models (last touch, linear, decay)?

Yes — the attribution model lives in your DAX / data-prep. VizForge visuals just render whatever you model. Prompt for multiple visuals (one per model) and compare side by side.

Will the Sankey handle hundreds of thousands of leads?

Pre-aggregate paths. Power BI's data reduction cap is ~30k rows per visual; aggregate leads into path-shape groups before feeding the Sankey.

Can I make the Sankey clickable to drill into a specific path?

Yes — set up a drill-through page; clicking a Sankey node filters the target page to that channel's leads.

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