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How to Use TikTok to Get Smarter (Train the Algorithm)

Published on:

Reading time: 7 min

Topic: Productivity

Author: Leandro Valencia

#tiktok#productivity#digital habits#learning#social media

How to train the TikTok algorithm so it works in your favor: clean up your feed, plant what you actually want to learn, and use the app on purpose.

Table of Contents

How the algorithm works (and why you can train it)

The "For You" feed is a mirror of your behavior, not your intentions. TikTok doesn't know you want to learn English; it knows you spent 40 seconds watching a gossip video.

The app pays attention to signals like these:

  • Watch time: if you watch a video to the end or rewatch it, it understands you're very interested.
  • Interactions: likes, comments, shares, saves and following accounts.
  • Searches: what you type into the magnifying glass is one of the most direct signals of intent.
  • Negative signals: swiping away quickly or tapping "Not interested" tells it what to show you less of.
  • Content details: hashtags, sounds, text and topics of the videos you consume.

Every time you do something, you're voting. If you vote without thinking, your feed fills up with what hooks you. If you vote with intention, it fills up with what builds you up. Think of your feed as a garden: first you pull the weeds, then you plant, and then you tend it every single day.

Step 1: pull the weeds with "Not interested"

Swiping fast isn't enough. If a video grabs you even when you don't want it to, the algorithm logs that you watched it. You have to say "no" explicitly.

How to do it:

  1. Press and hold the video you don't want to see anymore (or tap the share arrow).
  2. Tap "Not interested".
  3. On some versions you can tap "More" or "Details" to hide videos from that creator or with that sound.

Filter keywords. In Settings > Content preferences > Filter keywords you can block whole terms or hashtags: reality show names, "prank", "gossip", anything that steals your time without giving you anything back. (Menu names change with updates, but the option is usually there.)

Reset if you need to. If your feed is too polluted, TikTok lets you "Refresh your For You feed" from the content preferences. It's like starting the garden from scratch.

The practical rule: during the first week, every time a video leaves you feeling worse than before, mark it. It's not drama, it's hygiene. Ten or fifteen "Not interested" taps a day change the tone of your feed faster than you'd think.

Step 2: plant what you want to learn

The algorithm can't guess your goals. You have to show them to it by actively searching and reacting to the good stuff.

1. Define your 3 to 5 topics. Not "interesting things" — concrete topics: personal finance, world history, English, artificial intelligence, psychology, healthy cooking, digital marketing.

2. Search with specific words. Use the magnifying glass several times a day during the first week. Examples of searches that work:

  • "fun science facts", "physics made easy"
  • "English for beginners", "phrasal verbs"
  • "how artificial intelligence works", "AI tools"
  • "personal finance basics", "how to start investing"
  • "stoic philosophy", "books that change your life"
  • #LearnOnTikTok, #AprendeEnTikTok, #STEMTok, #BookTok

3. Send strong signals. When you find a good video: watch it all the way through, like it, save it and follow the creator. Saving is especially valuable: it tells the app that this content has lasting value.

4. Organize your saves into collections. Create collections like "Business ideas", "English" or "To look into". That way TikTok stops being a river flowing past and becomes your personal library.

5. Follow creators, not just videos. A good educator posts consistently. If you follow 20 quality creators, your "Following" tab becomes an almost guaranteed educational feed.

6. Verify what you learn. TikTok is a doorway, not the final source. If a fact surprises you, look it up somewhere else before repeating it. Getting smarter also means staying a little skeptical.

Step 3: manage TikTok with intention

An educational feed used badly is still infinite scrolling. The goal isn't to watch more "good" TikTok, but for you to decide when, how much, and why.

  • Open the app with a purpose. Before opening it, ask yourself: "What am I here to find?" If there's no answer, it's probably boredom, not curiosity.
  • Set a time limit. In Settings > Digital wellbeing (or Screen time) you can set a daily limit and rest reminders. Start with 30 to 45 minutes.
  • Pick your times. Avoid TikTok right when you wake up and right before bed. Those minutes set the tone of your day and the quality of your sleep.
  • Apply the 1-to-1 rule. For every video that teaches you something, take a moment to put it to use: write the idea down, dig deeper, or tell someone about it. What you don't use, you forget.
  • Audit your feed every week. Spend five minutes scrolling just to audit: what percentage actually adds value for you? If junk topics slipped in, go back to Step 1.
  • Notice how you feel when you leave. If you close the app anxious, envious or drained, something in your feed needs adjusting. If you leave with a new idea, you're on the right track.

The underlying question is simple: are you using TikTok, or is TikTok using you?

Final exercise: a 5-minute meditation to let go of the scroll

Before wrapping up, I want to suggest something TikTok will never ask you to do: stay still with no stimulation. Do it now, or the next time you feel the urge to open the app for no reason.

  1. Put the phone down. Face down, out of your hand's reach. Sit comfortably, back straight, feet on the floor.
  2. Breathe in four counts. Inhale counting to 4, hold for 4, exhale for 4, wait 4. Repeat four times.
  3. Observe the urge. Notice whether your hand wants to reach for the phone. Don't judge it, just observe it: "there's the urge". Watch it rise, hang around for a moment and fade away, like a wave.
  4. Scan your body. Bring your attention to your eyes, your jaw, your shoulders. If there's tension, release it with the exhale.
  5. Ask yourself calmly: What do I really want to learn? Who do I want to become? Let the answer arrive without forcing it.
  6. Choose one intention. A single sentence, for example: "Today I use TikTok to learn, not to escape".
  7. Come back slowly. Three deep breaths, open your eyes and, before picking up the phone, smile. You've just proven to yourself that you're the one in control.

The algorithm learns from you every single day. The question is whether you're also learning from yourself. Train it with intention, use it with awareness, and let that little screen work for your best version.

Have you trained your feed yet? Tell me in the comments which topics you added and which creators are teaching you something new.

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