X/Twitter Algorithms - Shadowbans explained
Unfair Automated Shadowbans on X/Twitter only motivate me to understand them.
Greetings everyone. You’ve probably seen information like this used to simplify the twitter algorithm without really understanding what’s happening. Elon Musk talks a good game about “open sourcing” the algorithm while hiding the specifics of the shadowbans on people and subjects.
You might run into one of these automated or user triggered bans for any number of reasons. I don’t have all the answers on how it happens yet, but I am beginning to understand it’s not the right way to handle the free speech town square of social media in order to provide everyone with an equal voice.
Freedom of Speech, Not reach
You can go here and read twitter/x’s take on the subject.
So, in this mode which you can verify for yourself here. Only your closest circle will see anything you post at all in your feed. It’s roughly 10% normal traffic so there is enough of a drip from people you know not to realize what’s really going on. That way, you just pull back or modify your engagement with the platform because you think your content isn’t worthwhile. It’s frankly insidious if you’re a creator relying on a platform like this to boost your content. And as someone who paid for Twitter Blue being subjected to this unfair and automated secret banning, I am trying to raise awareness in order to stop the policy, or at the very least make it open and transparent like it’s should be.
And they might say. If you’re paying attention to numbers and analytics we gave you, then you can see it, but that’s not transparency, that’s simply Elon using security through obscurity to provide the platform with plausible deniability for secret and selective censorship.
So, IF they click a content wanting past that stage, that also says it may contain “sensitive content” they can choose to see the post, but they get no engagement otherwise whatever. All suppressed. And this isn’t just on posts with certain word and phrase filters like you might expect, if you’re serious about harassment free free speech like Mr. Musk claims to be.

In conclusion, avoiding Twitter shadowbans, which limit the visibility of your tweets without your knowledge, can be challenging since Twitter's algorithms and practices change over time. However, here's a short guide on some steps you can take to reduce the risk of being shadowbanned:
1. **Understand Twitter Rules and Policies:**
Familiarize yourself with Twitter's rules and policies. Avoid any actions that violate these guidelines, such as harassment, hate speech, or spamming.
2. **Avoid Excessive Automation:**
Limit your use of automation tools for liking, retweeting, or following accounts. Excessive automation can trigger Twitter's anti-spam algorithms.
3. **Engage Authentically:**
Engage with the platform authentically. Act like a human, not a bot. Post relevant content and interact with others genuinely.
4. **Avoid Excessive Hashtag Use:**
While hashtags are useful, don't overuse them in your tweets. Excessive hashtag use can be seen as spammy behavior.
5. **Quality Over Quantity:**
Focus on the quality of your content rather than the quantity of tweets. Posting too frequently in a short period might raise suspicion.
6. **Watch Your Follower-Following Ratio:**
A significantly skewed follower-following ratio might raise red flags. Try to maintain a balanced ratio.
7. **Avoid Aggressive Following and Unfollowing:**
Be cautious with rapid and aggressive following and unfollowing. Twitter might consider this spam behavior.
8. **Avoid Duplicate Content:**
Don't post the same tweet or content repeatedly. Twitter might view this as spam.
9. **Check Your Account's Reputation:**
Regularly monitor your account for reports or blocks from other users. These actions could impact your account's reputation.
10. **Use a Trustworthy App:**
If you use third-party apps for posting tweets, ensure they are reputable and in compliance with Twitter's policies.
11. **Appeal Shadowbans:**
If you suspect you've been shadowbanned, you can submit a support ticket to Twitter and request a review. Sometimes, shadowbans are unintentional, and Twitter can help resolve them.
12. **Stay Informed:**
Be aware of the latest changes to Twitter's policies and guidelines. Staying informed can help you adapt to new rules and avoid shadowbans.
Remember that Twitter's algorithms and policies can change, and the platform's response to various behaviors can be subjective. The best approach to avoid shadowbans is to engage authentically, be respectful, and adhere to Twitter's rules. If you have any doubts about your account's status, reach out to Twitter's support for clarification.



