Personalization
Personalization is shaping which products and screens a customer sees based on their history and preferences, instead of showing everyone the same shelf.
What does it require?
The ability to identify the customer. Purchase and watch history has to accumulate against an account before you can decide what to show next. On marketplaces and social platforms that history stays with the platform, which is why personalization is structurally easier on your own channels.
How does it work in video?
The same product page can lead with a different video per person — a sizing comparison for someone who keeps asking about fit, true-color footage for someone deciding on a shade. Live watch history and quiz answers supply the basis for that call.
Frequently Asked Questions
Q. What about privacy?
Stay inside the scope of consent. Building on zero-party data — what customers told you themselves — gets you accuracy and safety at once.
Q. Where do you start with little data?
With coarse segments rather than full personalization. Splitting new versus returning customers, and by purchased category, already produces results.
Q. What if personalization is on but nothing improves?
Check whether the segments actually behave differently. If the groups buy alike, the problem is the segmentation, not the personalization. Then check whether you have enough inventory to fill the recommended slots.
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