July 14, 2024

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Software Developer Got TikTok Following by Testing Algorithm Theories

Software Developer Got TikTok Following by Testing Algorithm Theories


  • Felecia Coleman is a previous software package developer who helped make the app for a main US bank.
  • She’s gained a TikTok subsequent by testing her theories close to the platform’s algorithm.
  • In a number of months, she’s grown her account to above 245,000 followers.

Felecia Coleman, a 30-year-aged previous application developer, has invested the last number of months systematically hypothesizing and screening theories about TikTok, and in the process has grown her web page from to 245,000 followers.

About the previous month, Coleman has been sharing insights and theories she has about TikTok. Whilst she has not been capable to affirm these theories with TikTok, her followers are keen to know much more about the platform’s mysterious algorithm. Coleman thinks her TikTok development has been assisted by her aim on factors like engagement ratios, frequency of posting, and online video duration.

A spokesperson for TikTok did not directly answer to Coleman’s theories, but directed Insider to the company’s site write-up about its advice program.

The write-up suggests suggestions are “dependent on a number of elements,” which contain “person interactions” “online video information and facts” like “captions, sounds, and hashtags” and other inputs.

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

Screenshot of Felecia Coleman's TikTok grid

TikTok / @FeleciaForTheWin

Coleman did not quickly locate results on TikTok.

“I 1st downloaded TikTok in November 2021, and I went into it with a tactic that I wished it to operate. I was putting up outfits, I was demonstrating my condominium, I preferred to keep it tremendous straightforward,” Coleman mentioned, incorporating that at to start with she posted a video clip or two a working day, and averaged about 100 views per video. “But almost nothing was working.” 

Then, in mid-January, she reported she stumbled upon yet another user’s online video on her For You web page that recommended posting about 10 videos a working day to speed up the system of the algorithm flagging or finding your videos. She explained she began dedicating four hrs a day to building and publishing 10 movies, and was flabbergasted that it appeared to operate.

“Inside two months I had 10,000 followers,” she mentioned. “I was shocked. After that, I began to feel about [growth] intentionally.”

When requested, the TikTok spokesperson pointed to a enterprise blog site titled “5 strategies for TikTok creators” that states posting frequency will not effects — positively or negatively — how a video clip is chosen for the FYP. 

“The sum of movies you article will not impact how your content material is proposed in the For You feed, and sights change from video to online video,” the website states.

Nonetheless, statistically speaking, publishing extra video clips signifies a increased probability of obtaining on the FYP. That’s especially accurate if TikTok isn’t punishing you for publishing routinely.

Coleman also thinks engagement ratio is a essential variable in the algorithm and that the sights-to-likes ratio requirements to be at least 10% and likes-to-remarks requirements to be at minimum 2% for a post to distribute widely.

Coleman normally takes a developer’s solution to TikTok 

Coleman formerly labored on an application at a big US lender, the place she stated the crux of her position was shifting and screening different codes.

She’s utilized this considered method when tests what works on TikTok, such as around video duration.  

In past months, she reported her films more than two minutes extensive seemed to conduct greater than videos less than a single moment very long. Even so, in the final number of weeks, she claimed she’d witnessed a dip in views in her videos about two minutes, while her videos less than a person minute experienced acquired sights.

“As my next bought greater I lower again, and I commenced undertaking two or 3 video clips a working day all of them are higher than two minutes prolonged,” she explained. “But in excess of the previous a few weeks, none of these films have been more than finding 10,000 sights. So I mentioned, ‘Let’s do an A/B take a look at.'”

She commenced posting two movies on the similar matter: 1 shut to a few minutes extensive, and a further underneath one minute extensive. She claimed the one particular that was less than a single minute got 17,000 views, whilst the more time one particular received much less than 10,000 sights.

When asked about this observation from Coleman, the TikTok spokesperson stated “view time” — fairly than size — was a improved analyzing element in regardless of whether a video clip receives pushed to the FYP, pointing to this line in the corporation blog: “Our recommendation method takes check out time as a signal that users are savoring your material.”

Over-all, mainly because Coleman has made a sizable audience in a small time, she explained she reduce back again on the progress screening and is checking out how she can pair her track record in coding with her newfound highlight on TikTok.

“Men and women emailing me stating they would pay out me just to explain to them every little thing I know,” she explained, laughing. “I was like, sure, but I’m not a TikTok advertising and marketing person. I’m a application engineer that has a perspective.”


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