Software Developer Got TikTok Following by Testing Algorithm Theories

  • Felecia Coleman is a previous software program developer who assisted construct the application for a major US financial institution.
  • She’s attained a TikTok pursuing by testing her theories all over the platform’s algorithm.
  • In a several months, she’s grown her account to above 245,000 followers.

Felecia Coleman, a 30-12 months-previous previous software developer, has put in the very last number of months systematically hypothesizing and screening theories about TikTok, and in the course of action has grown her web site from to 245,000 followers.

More than the final month, Coleman has been sharing insights and theories she has about TikTok. When she has not been able to confirm people theories with TikTok, her followers are keen to know far more about the platform’s mysterious algorithm. Coleman thinks her TikTok development has been helped by her aim on components like engagement ratios, frequency of posting, and online video duration.

A spokesperson for TikTok did not specifically answer to Coleman’s theories, but directed Insider to the firm’s blog post about its recommendation procedure.

The article claims suggestions are “based mostly on a quantity of variables,” which include “user interactions” “movie information” like “captions, sounds, and hashtags” and other inputs.

Coleman thinks publishing usually, and likes and comments, helped her obtain a subsequent

Screenshot of Felecia Coleman's TikTok grid



TikTok / @FeleciaForTheWin


Coleman failed to instantly locate results on TikTok.

“I initially downloaded TikTok in November 2021, and I went into it with a tactic that I preferred it to do the job. I was publishing outfits, I was displaying my apartment, I wanted to preserve it super very simple,” Coleman explained, including that at to start with she posted a online video or two a working day, and averaged about 100 views for each video clip. “But practically nothing was functioning.” 

Then, in mid-January, she stated she stumbled upon another user’s video on her For You page that suggested posting about 10 films a working day to speed up the system of the algorithm flagging or locating your video clips. She said she commenced dedicating 4 hours a working day to building and putting up 10 films, and was flabbergasted that it seemed to work.

“Inside two weeks I had 10,000 followers,” she reported. “I was stunned. Soon after that, I commenced to consider about [growth] deliberately.”

When questioned, the TikTok spokesperson pointed to a business site titled “5 recommendations for TikTok creators” that states publishing frequency will not influence — positively or negatively — how a movie is preferred for the FYP. 

“The amount of money of videos you write-up won’t impact how your written content is recommended in the For You feed, and views differ from online video to movie,” the web site states.

Still, statistically speaking, publishing more video clips indicates a larger likelihood of getting on the FYP. That is especially genuine if TikTok isn’t really punishing you for posting often.

Coleman also thinks engagement ratio is a important element in the algorithm and that the views-to-likes ratio requirements to be at the very least 10% and likes-to-reviews desires to be at the very least 2% for a article to spread extensively.

Coleman usually takes a developer’s approach to TikTok 

Coleman previously labored on an application at a significant US financial institution, the place she claimed the crux of her position was transforming and tests different codes.

She’s used this thought course of action when tests what will work on TikTok, together with close to video clip size.  

In past months, she said her movies over two minutes prolonged appeared to conduct superior than videos underneath one particular moment extensive. Even so, in the last number of months, she reported she’d observed a dip in views in her movies more than two minutes, though her movies below one minute experienced received views.

“As my next got more substantial I lower again, and I begun undertaking two or a few video clips a working day all of them are previously mentioned two minutes lengthy,” she said. “But over the final three weeks, none of these films have been about having 10,000 sights. So I said, ‘Let’s do an A/B examination.'”

She commenced submitting two movies on the exact matter: one particular near to a few minutes lengthy, and an additional beneath 1 minute prolonged. She mentioned the just one that was under a single minute received 17,000 sights, whilst the for a longer time a person got less than 10,000 views.

When requested about this observation from Coleman, the TikTok spokesperson mentioned “look at time” — relatively than length — was a improved deciding factor in no matter if a video clip will get pushed to the FYP, pointing to this line in the enterprise blog: “Our recommendation technique requires enjoy time as a sign that consumers are making the most of your written content.”

General, due to the fact Coleman has produced a sizable audience in a quick time, she reported she cut back on the progress tests and is discovering how she can pair her qualifications in coding with her newfound highlight on TikTok.

“Men and women emailing me saying they would pay out me just to describe to them everything I know,” she reported, laughing. “I was like, sure, but I’m not a TikTok marketing and advertising man or woman. I’m a software engineer that has a perspective.”

Stacee R. Grigg

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