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. itβs pointless).
Letβs go through an unauthenticated customer visiting your website:
If you are new here, please start with:
π Personalisation Value Chain:
Real-Time Creative & CX (4 of 6)



1οΈβ£ (Unauthenticated) customer lands on your website
β Matched to a digital identifier.
β Identifier used to request their personalisation profile.
2οΈβ£ Personalisation profile returned
β platform aggregates relevant customer data.
β relevant attributes (for the web page that the customer is currently on) are returned.
3οΈβ£ 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.
4οΈβ£ 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.
5οΈβ£ 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.

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, Iβll cover Personalisation Value Chain:Β Capability (5 of 6)
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