How to Validate a Customer Journey Map
Validating a customer journey map means checking it against customers, behavior data and frontline staff. The useful part is what to do when they disagree.
Edvin Cernov
Customer Journey & VoC
Journey mapping, touchpoint optimization, omnichannel strategy, and how to design a Voice of the Customer program that drives change.
4 articles in Voice of the Customer
Buyer Journey vs Customer Journey: The Real Difference
The buyer journey ends at the contract. The customer journey is everything that happens after, and the handoff between them is where B2B revenue quietly leaks.
Edvin Cernov
How to Map a Customer Journey, Step by Step
A customer journey map is only useful if operations can run on it. Six steps from touchpoint inventory to a map that isn't wall art.
Edvin Cernov
How to Optimize the Digital Customer Journey
Digital journey optimization usually polishes touchpoints that can't see each other. Prioritize by revenue and fix the data layer first.
Edvin Cernov
CX from the buyer's side
An email when there is something genuinely worth reading: what is working in CX and call center operations, and what quietly is not.
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Deflection Is an Operational Metric, Not a Customer Outcome
Deflection tells you what happened to the contact, not to the customer. Why a 50% AI deflection rate can hide unresolved friction and lost customer signal.
Conversational AI in Healthcare: Use Cases & Limits
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AI Customer Service Agents: How They Work & Who Builds Them
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Conversational AI for Customer Service: Vendor-Neutral Guide
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