Consistency: Key to Long-term Growth
Why "posting 10 times a day" might not work. Understanding the Author Diversity mechanism.
Author Diversity Decay
The AuthorDiversityScorer in the algorithm ensures a user's feed isn't monopolized by a single author.
How it works
In a single recommendation round, if you have 3 candidate tweets, the 1st one retains its score. However, the 2nd and 3rd tweets undergo score attenuation.
multiplier = decay_factor ^ positionThis means quantity does not equal reach. Posting too many tweets in a short window forces the subsequent ones to be downranked by default.
System's Preference for "Coherence"
Phoenix Retrieval relies on Embeddings to find matches. If your content topics are too scattered, the system struggles to define a "precise tag" for you.
Niche Advice
Keep 80% of your posts within your core niche to help the algorithm index and retrieve your content reliably.
Series and Continuity
When a user interacts with your tweets, it's logged in their User Action Sequence.
Guide users from one post to another, creating a chain of positive signals.
1-2 high-quality posts per day is better for maintaining "active relevance" than a weekly blast.