Personalizing the YouTube Experience

The problem

The frustration is not hard to find. Across Reddit, Twitter, and YouTube's own help forums, users have been saying the same things for years.

• "

  My YouTube sucks. I'm always looking for stuff to kill my time and YouTube recommends the same crap videos 500 times in a row. It takes a long time to find something I want to watch.

  Reddit
• "

  Whenever I click "Not Interested" on a video and refresh YouTube, the platform still serves me the same kind of content.

  Reddit
• "

  Why am I getting the same recommended videos for days straight?

  Twitter
• "

  I watched one video of someone on a sailboat. One. Now all YouTube wants me to watch are those stupid videos of people travelling the world on their sailboats.

  Help Forum

Starting point

Outcomes

• Business

  Make YouTube feel personal so people stay longer and creators reach the right audience.

• Experience

  Create a feed that feels fresh, less repetitive, and easy to trust.

• Branding

  Show YouTube as a platform that respects choice and stays true to real user preferences.

User types

• Casual Explorer Age 24 Daily · Short sessions

  

  Drops in to browse. Wants light variety without seeing the same things again.

  • fresh
  • mixed
  • show something new

  Uses YouTube for

  • Entertainment and music
  • Trending clips
  • Light discovery while relaxing

  Top concerns

  • One video hijacks the whole feed
  • Too many unwanted pushes
  • Homepage feels cluttered and repetitive
• Deep Diver Age 32 Weekly · Longer sessions

  

  Comes to learn. Wants focused content without getting distracted by unrelated suggestions.

  • organize
  • filter
  • relevant
  • keep it on topic

  Uses YouTube for

  • Tutorials and how-to videos
  • Coursework and skills practice
  • Long-form guides and educational channels

  Top concerns

  • Recommendations drift away from the topic
  • Hard to steer feed toward learning goals
  • Noisy, cluttered homepage

User story

• Recommendations should shift as interests change, instead of repeating the same content.
• There should be more control over what shows up on the feed.
• Suggestions should be more transparent, with clarity on why they appear.
• Subscribed content should be easy to access on the homepage.
• Creators should reach audiences who are genuinely interested in their content.

Key features

• My Tube

  Manage what you see. Add, remove, or avoid categories. Direct control over the feed without going deep into settings.

• Insights

  Look back on your viewing journey. See how your interests evolved, spot patterns, and understand your own habits.

• Why This

  Shows why a video appears, so viewers understand what shaped the recommendation. Transparency over black-box algorithms.

• YouTube Curator

  An AI assistant that helps users find, manage, and personalize their experience through natural conversation.

Killer feature

Experience journey

The redesigned experience moves from a passive, push-only feed to an active loop where the user shapes the content at every step.

User insights

The prototype was tested with peers in a classroom setting. Participants reflected on all four features across a structured walkthrough session.

Behavioral design

Three principles from behavioral psychology shaped how each feature was designed to feel natural and motivating rather than complex and demanding.

• Feedback Loop

  We are engaged by situations where we can see the results of our actions.

  When users edit preferences or talk to Curator, updates appear instantly in their feed. The system adjusts recommendations across YouTube in real time.

  Users see proof that YouTube actually listens.

• Autonomy

  We are motivated when we feel we have control over our actions and environment.

  Active users adjust tags in My Tube. Passive users let Predictive Suggestions adapt automatically. Conversational users simply talk to YouTube through Curator.

  Everyone personalizes their experience their own way.

• Cognitive Ease

  We prefer things that are easy to think about, understand, and act on.

  YouTube Curator replaces complex settings with natural conversation. Predictive Suggestions use friendly, human prompts. The whole system feels intuitive and light.

  When things feel simple and natural, people start to trust.

Marketing plan

A phased rollout that starts quiet, builds credibility through creators, and scales through shareable content.

1. 1
   Early access

   Small early access group. In-app notification: "Meet your new feed assistant." Low noise, high intent.

2. 2
   Creator partnerships

   Partner with YouTubers to make short clips showing how they use the features to curate their own feed. Trust through familiar voices.

3. 3
   Full launch

   Release shareable Insight Cards for easy social sharing. Full ad campaign rollout.