Open a streaming app and rows of suggested shows appear, apparently tailored to you. These suggestions come from systems that learn from what you and other viewers do.

What the app looks at

  • What you watch, how long you watch and what you finish.
  • What you search for, rate or add to your list.
  • Time of day and the device you use.
  • Patterns among viewers with similar habits.

Why suggestions can feel off

Shared accounts mix different people’s tastes. A single late-night experiment can change your recommendations, and apps also promote their own new releases.

How to improve your suggestions

Use profiles for each person in the household, rate shows if the app allows, remove titles you disliked from your history where possible, and add favourites to your list. Search for what you actually want instead of relying only on the home screen.

Take control

Remember that recommendations are designed to keep you watching. Decide in advance what to watch, and use timers or reminders if you want to limit screen time.

Takeaway

Recommendations are a helpful guide, not a verdict on your taste. A few small habits can make them much better.