Decoding HubSpot's Sankey Report Drop-Offs: A Guide for E-commerce & RevOps

Hey ESHOPMAN community! Ever found yourself scratching your head at HubSpot’s workflow analytics, specifically those “drop-off” metrics in Sankey reports? If you’re an e-commerce marketer or RevOps pro using HubSpot, you’re not alone. A recent HubSpot Community discussion perfectly articulates this challenge and offers fantastic solutions. Let’s dive into these insights to fine-tune your e-commerce customer journeys.

The Drop-Off Enigma: What’s Really Happening?

The original poster, tracking lifecycle workflows, noticed a crucial issue: "drop-off" metrics in Sankey reports can be misleading. Many of us assumed drop-offs meant clear exits like opt-outs, lifecycle stage changes, or contact info updates. However, they discovered a significant nuance: "This can also indicate GC’s who are sitting in a Delay “pause” who are still actively enrolled in the corresponding workflow waiting to progress to the next comms in the series."

This means contacts merely waiting in a delay step are lumped into "drop-off." As the original poster noted, this makes the metric "deceptive," failing to distinguish true drop-offs from those simply paused. For complex e-commerce sequences – abandoned cart reminders, post-purchase follow-ups, or lead nurturing – this lack of clarity skews performance. It's nearly impossible to tell if your workflow genuinely loses contacts or if they're just waiting for the next step.

The frustration was clear: "We are at a loss of how to decipher this data without opening hundreds of workflows 1 by 1 and assessing each audience and channel individually." The community then provided valuable perspectives on how to navigate this challenge.

Why Accurate Drop-Off Metrics Are Critical for E-commerce

For any business leveraging HubSpot to create a free shopping website and manage its customer lifecycle, understanding true drop-offs is paramount. Imagine running an abandoned cart workflow. If your Sankey report shows a high drop-off rate, is it because customers are truly disengaging, or are they simply in a 24-hour delay before the next reminder email? The difference is monumental for your strategy.

• Optimizing Conversions: Misleading data can lead to incorrect assumptions about where customers are abandoning their journey, causing you to misallocate resources or implement ineffective optimizations.
• Resource Allocation: If you think contacts are dropping off when they are merely paused, you might unnecessarily divert marketing spend or sales efforts to re-engage them, rather than focusing on genuinely disengaged contacts.
• Performance Measurement: Accurate metrics are the backbone of effective RevOps. Without them, measuring the true ROI of your HubSpot workflows becomes a guessing game, impacting everything from lead qualification to customer retention.

The Ideal Solution: A Community Vision for Clarity

A community member articulated a clear vision for improving HubSpot’s reporting: separating these metrics into distinct categories. This would provide a much clearer picture of contact status within workflows:

• Exited workflow: For contacts who have truly unenrolled, opted out, changed lifecycle stages, or met an exit condition.
• Currently paused in a delay: For contacts actively enrolled but waiting for the next step in a delay action.
• Actively progressing: For contacts moving through the workflow as intended.

This granular breakdown would eliminate ambiguity, allowing e-commerce managers and RevOps professionals to make data-driven decisions with confidence. While we await potential future HubSpot updates, there’s an immediate workaround you can implement.

Actionable Workaround: Leveraging Segments for Workflow Enrollment Status

While a dedicated default property for workflow enrollment status might have been deprecated, a helpful community member pointed out a robust solution: using HubSpot Segments. You can create segments based on workflow enrollment status and then use these segments to filter your reports or gain deeper insights.

How to Create a Segment for Workflow Enrollment:

1. Navigate to Contacts: In your HubSpot portal, go to Contacts > Segments.
2. Create a New Segment: Click the “Create segment” button.
3. Set Your Filters: In the filter panel, search for “Membership” and select Workflow enrollment.
4. Specify Workflow: Choose the specific workflow you want to analyze (e.g., “Abandoned Cart Sequence,” “Post-Purchase Nurture”).
5. Select Enrollment Status: You can choose “Is currently enrolled in” or “Has been enrolled in” to capture contacts based on your needs. For clarifying drop-offs, “Is currently enrolled in” is key.

Example Segment Filter:
  Workflow enrollment
  Is currently enrolled in
  [Your Specific Workflow Name]

By creating segments for contacts currently enrolled in a specific workflow, you can then cross-reference this data with your Sankey reports. This allows you to identify which contacts flagged as “drop-off” are actually just waiting in a delay. You can also create segments for contacts who have not been enrolled in a workflow after a certain trigger, giving you a clearer picture of true missed opportunities.

Beyond Sankey: Enhancing Your E-commerce Analytics

This approach isn't just about fixing a misleading metric; it's about empowering your e-commerce and RevOps teams with more precise data. By understanding who is truly dropping off versus who is simply paused, you can:

• Refine Workflow Delays: Are your delays too long? Too short? Accurate data helps you fine-tune the timing of your communications.
• Personalize Re-engagement: Instead of generic re-engagement for "drop-offs," you can tailor strategies for truly disengaged contacts, while nurturing those still in a delay.
• Compare Performance: Accurately compare the performance of different workflows or A/B tests without the distortion of paused contacts. This level of detail is crucial for businesses that might also be evaluating shopify automation tools and seeking similar granular insights within HubSpot.
• Improve Reporting Accuracy: Present cleaner, more defensible data to stakeholders, demonstrating the true health of your customer journeys.

Conclusion: Clarity for Confident E-commerce Growth

While HubSpot’s Sankey reports offer powerful visualizations, the ambiguity around “drop-off” metrics can be a significant hurdle for e-commerce and RevOps professionals. By leveraging the segment workaround discussed in the HubSpot Community, you can gain the clarity needed to accurately interpret your workflow performance. This precision allows you to optimize your customer journeys, make smarter strategic decisions, and ultimately drive more conversions for your ESHOPMAN storefront.

Stay tuned for more HubSpot updates and best practices from ESHOPMAN!