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πŸ”— 4. CX & Creative

As our inboxes get flooded with AI generated messaging, sending out personalised emails/text messages will no longer be enough.

In my last post I covered Models. To support real-time experiences β†’ an output from a model without an associated experience will show customers a default experience (i.e. it’s pointless).

Let’s go through an unauthenticated customer visiting your website:

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πŸ”— Personalisation Value Chain: 

Real-Time Creative & CX (4 of 6)


1️⃣  (Unauthenticated) customer lands on your website
β†’ Matched to a digital identifier.
β†’ Identifier used to request their personalisation profile.


2️⃣  Personalisation profile returned
β†’ platform aggregates relevant customer data.
β†’ relevant attributes (for the web page that the customer is currently on) are returned.


3️⃣  Default elements on webpage, overwritten by targeted elements
β†’ primary banner(s) driven by primary intent(s).
β†’ help & support section driven by product holdings.


4️⃣  Targeted elements on the web page are Personalised
β†’ where latency is high, you may wish to transition a default banner to a personalised banner = sales intent 1/2/3.
β†’ end-to-end latency is critical for real-time experiences.


5️⃣  Customer interaction tracked/optimised
β†’ Ensure relevant analytics are fed back into your Models (e.g. traffic source, time on page, mouse position, creative variation, etc).
β†’ Ideally these interactions can be used in real-time to optimise the customers current site visit.

Send Engagement & interaction data back to AI models


As you can see in point 4 above, latency (speed) is critical. You need to ensure an end-to-end response time in the low hundreds of milliseconds to ensure web visitors do not see a page flicker (i.e. default swapped out for targeted creative) when the webpage is built.

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In my next post, I’ll cover Personalisation Value Chain:Β  Capability (5 of 6)
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