Shrinking the ‘Other’ Bucket; How to Balance Depth, Actionability, and AI
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Many organizations collect rich CX data, such as NPS scores, post-interaction surveys, digital behavior, and contact center transcripts, but without context, these insights often fall flat without context. Even the strongest CX programs can struggle to identify root causes or drive change when feedback lives in silos.
That’s where journey mapping becomes essential. Journey mapping is an exercise in visualizing the end-to-end experience a customer has with a brand, product, or service, highlighting needs, actions, touchpoints, and channels of connection used along the way.
By layering journey maps onto CX programs, scattered data is transformed into a cohesive, experience-driven narrative, revealing not just what customers are saying, but where in the journey they’re saying it, why it matters, and how it impacts the bottom line.
For instance, a vague comment like “this was hard” gains meaning when paired with a help center search or an abandoned cart.
Customer experience captures what customers do as well as how it makes them feel. To operationalize those feelings, feedback must be tied to tangible moments in the journey using an overlay.
A journey overlay empowers teams with answers to the following:
- Are we collecting feedback at the right time?
- Where are the gaps in our listening strategy?
- How do friction points align with operational data?
- Is our language reflective of how customers think and feel?
This approach also encourages forward-thinking design. With strategic vision and a clear understanding of the customer journey, organizations can decide which emotions they want to evoke, what corresponds with a successful interaction, and where the most critical touchpoints are. Journey mapping doesn’t replace your CX program, it elevates it; it’s the tool that gives your data meaning and makes efforts to improve processes more targeted and impactful.
Consider a retail brand that recently expanded digital offerings; customers can now browse online, reserve items, and pick up in-store. Technically everything works, but support tickets are rising:
- “I didn’t know if my order went through.”
- “I showed up and my item wasn’t ready.”
- “I got mixed messages from the app and the store.”
Individually, these issues are vague and difficult to address, but a journey map can reveal the bigger picture:
- Confirmation emails lack pickup instructions.
- Inventory systems lag during peak hours, delaying fulfillment.
- The post-purchase survey is sent too early (i.e., before the customer receives their order).
By mapping the customer journey alongside CX data, the retail brand swiftly identifies pain points and realigns communications, systems, and timing to best reflect customers’ lived experiences.
The main objective of CX is to deliver better experiences, which requires a keen understanding of how people navigate business interactions. Journey mapping provides a shared framework that connects data to emotion, and insight to action.
When CX strategy is grounded in the customer journey, feedback becomes tangible, action more targeted, and impact more meaningful.
The more closely the efforts and business decisions are aligned with the actual experience, the more likely it is to create outcomes that resonate both with customers, and within the business.
Rebecca Kaplan, Senior Manager
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