Per-profile channel choice must improve conversion without turning consent into a probabilistic decision.
Marketers need a useful recommendation across channels, while deterministic eligibility and message prioritization protect the customer experience.
Who you’d be doing this for
“My VP asked why a repeat buyer got email again when they clicked every SMS last week.”
Chinyere Danquah · Lifecycle Marketing Manager
Runs coordinated lifecycle programs for an enterprise ecommerce brand using multiple consented messaging channels.
What is at stake
Enterprise marketers lack a consistent per-profile channel choice across email, SMS, and WhatsApp. You must weigh conversion lift against consent, opt-outs, and the rules that keep sends safe.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- conversion lift vs consent boundaries
- personalization vs marketer control
- model quality vs decision latency
- new capability vs proven rules
Why Klaviyo
Email, SMS, and WhatsApp consolidation makes channel choice part of the lifecycle experience enterprise marketers expect to run from one platform.
Written with these in mind
Not your kind of problem? 24 more at Klaviyo, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.