My experiment with Tiktok FYP algorithms

Something I have found from my own FYP is that I will only be shown content from users that have posted in the past 6 days. If its a popular post on my FYP, its because the user recently posted. I'm not sure if this is saying much, but it reinforces that the FYP promotes consistency.
 
Today I start preparing my main experiment.
I will try these elements to trick Tiktok Algorithms.


Go straight to the point:

[SMM Panel Trick Test]
Element 1 Video Views
Element 2 Video Likes
Element 3 Share
Element 4 Save
Element 5 Verified Comments


Firstly I pick above 5.
I excluded Video Download Number & Follower elements for now.
I included Verified Comments to test if Power-Likes on Instagram exists in algorithm on Tiktok.
Will start testing everyday 1-3 recipes with different amounts & time-set variations.
And see which combination will go final result. The Viral Manipulation.




My goal for this experiment:
-My CTA videos stay within Top 10 Rank in target niche hashtags ranking


The algorithm updates will come anyway.
So we don't know when this easy-mode will change to difficult-mode like Instagram and Youtube went through.
I go find solutions to prepare well Tiktok algorithm updates and upcoming changes.
Meanwhile finding the short term algorithm hack right now to get long term algorithm hack.







In the process, before I sit down for combination experiment,
I re-checked the Hashtag is based on US market ranking or not.
The result was same. Likely to be international ranking with some samples.


Example 1:  #shiba

My IP and GPS are located in USA.
However, Shiba ranking was mixing up with:
Russian / French / Spanish / Japanese content beside my set-up language English.
It means that, Hashtag Ranking is worldwide Rank.



Example 2:  #tequiero

Content descriptions was showing me all the time "See translation".
I tapped and got translated into English, so I'm in Tiktok US market.
But hashtag Ranking had only Spanish content.
From this advantage, we can search another language's trends or keywords with auto-suggest.



Example 3:  #ecchi #hentai #porn

When I input 18+ words, Tiktok search engine stopped showing auto-suggestion.
It means that those hashtags are moderated and we should never use in our post.
Interestingly, when I input 18+ words and pressed search button, it showed alternative hashtags such as #ecchigirl.
But once I viewed, looks like those published video got moderated and not appearing in FYP.
As having low 44 views etc. Plus #teenecchi, this was in auto-suggest hashtag list.
But when I tapped, there were no videos. So even auto-suggest hashtag is appearing, it gets moderated and disappear.

So, conclusion for Safe Word, we can check grey hashtags by auto-suggest feature.
Black hashtags need some creative ideas until it gets moderated manually.

My Findings:
-Hashtag is international Ranking
-18+ keywords can check by auto-suggestion
-Auto-Suggest keyword is moderated sometimes



Lastly, for an advanced experiment, I'll test FYP Change. The Change of Country Traffic.
By GEO-Targeting elements (Current US Traffic to trick with UK Views, UK Likes, UK Followers for example).
So this, I don't even need Proxy, a SIM I can openly use my country's GEO (Tier 1) for traffic.
Then I switch to my target traffic with some algorithm tricks I aim it to reach a bunch of traffics if I succeed with.


Then for now my upcoming experiment, I eliminate Live stream & Story feature options.
So no questions those now. Well If I go test e-whoring sexy ecchi girl CPA, I'll try those features but not this time. Midnight orgy later I'll join.
I won't miss my party time either on this bonus mode on Tiktok, never.
So when I got very frustrated or very tired with my trial and error with no results-

I might ask advices you guys gentlemen how to do sexy CPA anyway. I won't shake my ass tho :D
 
Last edited:
Today I share FYP flow map which I found in depth.

I will do my first experiments with this batch theory, in actual practices as case study but doing myself.
For the central metrics evaluation, I will boost by my chosen 5 elements (Views / Likes / Share / Save / Verified Comments) .
Will pay attention to not receive Limit Traffic Distribution, and Poor Metrics Evaluation score.

Once I received poor metrics score, I switch my Boost tricks from creating panels' "Good Feedback" to engage my "Creator Engagement Rate" to keep the highest score to remain FYP.
I will calculate when the "Push Pause" will come as milestone aka midterm metrics evaluation exam at certain number. And prevent the removal from recommendation at push pause points (right before certain number such as 499 899 4.9 to enter route of 500, 900, 5 for example).

Let's start it today's recipe!
Target: 3 recipes 3/31 over 31 recipes

Included:
5 Choose 1: 5 combinations
5 Choose 2: 10 combinations
5 Choose 3: 10 combinations
5 Choose 4: 5 combinations
5 Choose 5: 1 combinations

!Dear BHW users, thanks saving this ;) But give me back some tips oneday!haha Feel free DM me ...png



Flow:
1 User uploads video
2 Machine Review + Tagged Suspicious
3 If it's flagged:
 3-1 Machine Review
 3-2 Tagged Suspicious
 3-3 Human Review
 3-4 Tagged Moderation
 3-5 Rule Violation & You Deleted  BYE, GET BACK TO 1!
4 Initial Batch Formation
 4-1 if it's not flagged:
 4-2 Start Distribution
 4-3 or Limit Traffic Distribution
5 Metrics Evaluation
 5-1 Good Feedback received
 5-2 Push to Larger Audience -> TO 6
  5-2-2 Add Poor Feedback video if Creator Engagement Rate is High
5 Bad Metrics Evaluation
 5-1 Poor Feedback received
 5-2 Paused
 5-3 Creator Engagement Rate is Low
 5-4 Remove from Recommendation  BYE, GET BACK TO 1
6 Push to Larger Audience
 6-1 Feedback Base Profile Amplification
 6-2 Metrics Evaluation got low score
 6-3 Push Pause right before certain number HOLD!


I'll be happily smile on each Like notifications I get here!
And I'm open for business & future friends in benefits FWB! ;)
I need a bunch of smart tech guys in the future when I start my real business & company. Goal: Stop GAFA in 2032

So, my chat is always open even few years later- ok, gonna start today's recipe, will keep testing until I achieve my long term Goals! :D
 
Tiktok SEO Algorithm I will work on soon. @EarnVoice @hieu230592 Out of FYP algorithm topic but I will connect somehow. But likely I'll go provide limited information of Tiktok SEO here- cuz it looks still underdevelopment & many many updates needing there.
I don't like writing expired outdated algorithm info meaninglessly so. Cheers!
 
Currently I still look for good proxy providers, mine is sometimes got cut or slow down so I can't recommend you.
Indeed, I'm thinking 2 options to cover up:
1. Build my private VPN and add US server
2. Connect my proxy via VPN
First one IPs will give by server so I can use fresh IPs.
Or second one access will be safer, better than only proxy or only VPN, and I can access using multiple devices without whitelisting ip.
Someone give me good advice about this, tho? ;)

So, it sounds like your VPN is good enough having huge IP pools or private IP only for you, yeah?
What is your budget for proxy? And why not keep using your VPN, you can use only 1 country?
If you’re using tiktok from your phone and not your pc, you don’t need any VPN/Proxies. If you target US, just get US sim (no activation requires), reset your phone, disable any location tracking, connect to witi and use a free VPN with US location to just download tiktok from playstore/apple store. After that close VPN and login to tiktok using just wifi. Your videos will be pushed to US FYP.
 
If you’re using tiktok from your phone and not your pc, you don’t need any VPN/Proxies. If you target US, just get US sim (no activation requires), reset your phone, disable any location tracking, connect to witi and use a free VPN with US location to just download tiktok from playstore/apple store. After that close VPN and login to tiktok using just wifi. Your videos will be pushed to US FYP.
What changes in the downloading factor using US VPN and not using US VPN? Main thing that keeps me still triggered that my setup isnt full US is the fact that I don't see US ads.
 
What changes in the downloading factor using US VPN and not using US VPN? Main thing that keeps me still triggered that my setup isnt full US is the fact that I don't see US ads.
I am using US VPN to create gmail, use that gmail to create apple account and use that account for apple store. So it’s logic to use US VPN when installing appls from apple store, to get the US version of the app without any suspicions.
 
If you’re using tiktok from your phone and not your pc, you don’t need any VPN/Proxies. If you target US, just get US sim (no activation requires), reset your phone, disable any location tracking, connect to witi and use a free VPN with US location to just download tiktok from playstore/apple store. After that close VPN and login to tiktok using just wifi. Your videos will be pushed to US FYP
I am using US VPN to create gmail, use that gmail to create apple account and use that account for apple store. So it’s logic to use US VPN when installing appls from apple store, to get the US version of the app without any suspicions.
If you’re using tiktok from your phone and not your pc, you don’t need any VPN/Proxies. If you target US, just get US sim (no activation requires), reset your phone, disable any location tracking, connect to witi and use a free VPN with US location to just download tiktok from playstore/apple store. After that close VPN and login to tiktok using just wifi. Your videos will be pushed to US FYP.
After that close VPN and login to tiktok using just wifi. Your videos will be pushed to US FYP.
But what about when you log into a UK Wi-Fi surely they detect that no? Wouldn’t it be better just to use a US residential proxy via your phone?
 
But what about when you log into a UK Wi-Fi surely they detect that no? Wouldn’t it be better just to use a US residential proxy via your phone?
Listen, we are talking about pushing the videos to US FYP. I still get emails from TikTok when I switch/login to accounts that a new device logged in and it’s showing my real location, but the videos are pushed to US FYP even 100%, so it works for me.
 
You are a solid BHW member. I liked your consistent work strategy and execution. You are a sharp girl.
Good luck with your future journey.
 
Today I have interesting findings and getting calculating about numbers.
Got some strategic ideas to go with. If you stuck at certain numbers, this is the result to think- 1:10 like ratio.
And me, finding the bonus ratios that why it looks going randomly but it has sure the logic in it.


FYP 1:10 like to video ratio analysis

Numero 1
120 likes 1700 views small bonus 1.5x
120 likes 2400 views   bonus
1200 likes 11000 views
1480 likes 12900 views
1500 likes 17000 views
150 likes 1800 views
150 likes 2000 views x3 small bonus 1.4x
160 likes 3000 views   bonus
170 likes 2200 views  small bonus 1.3x
Numero 2
2000 likes 22000 views
20 likes 300 views small bonus 1.5x
230 likes 2300 views
250 likes 2500 views x2
270 likes 2700 views
270 likes 3500 views small bonus 1.3x
2720 likes 22400 views
2700 likes 26600 views
270 likes 2800 views
290 likes 2900 views
Numero 3
300 likes 3000 views
300 likes 4000 views x2  small bonus 1.3x
3k likes 30k views
30 likes 500 views  small bonus 1.6x
350 likes 3400 views
350 likes 7400 views  bonus
360 likes 3500 views
Numero 4
400 likes 4000 views
400 likes 6000 views x3 small bonus 1.5x
450 likes 5000 views
4500 likes 50k views
480 likes 4200 views
480 likes 5000 views

Findings: Numero 1-4
-150, 250, 300, 400 likes repeatedly stopping at certain view numbers (2000, 2500, 4000, 6000 views)
-70% video likes stop at this 1-4 area


Numero 5
50 likes 700 views    small bonus 1.4x
500 likes 6000 views x2 small bonus 1.2x
Numero 6
600 likes 6000 views
600 likes 6000 views
600 likes 7000 views
650 likes 9500 views small bonus 1.5x
Numero 7
700 likes 9000 views small bonus 1.3x
70 likes 1500 views bonus
700 likes 1.8k views bonus
Numero 8
800 likes 12k views  small bonus 1.5x

Total: 50 videos ratio
Period: past 4 months [22' Nov - 23' Jan]

Findings: Numero 5-9
-500 likes repeatedly stopping at 6000 views
-Likes won't stop at 7-9 area often



Total Findings:
-Bonus traffic is 2 times = 1:20 ratio (certainly)
-Bonus 1 in 10 chance
-Small Bonus traffic is 1.3 to 1.5 times
-Small Bonus 3 in 10 chance
-Bonus + Small Bonus = 40% of probability in total
-There is no 1:40 to 1:90 ratio
-Confirmed 1:10 ratio in general




Good. Nice numbers.
I liked today's finding very much.
Also, I write here mainly numbers to not add too many my words, if I write human "caption" here, it'll be gone with a bias that I don't give a damn in that.
But feel free you think ideas with it, and discuss with me so I can add new experiments sometimes!:p results will go personal share.

So my experiments, I'm little bit pausing due to Panel choosing.
I wanna ask some advices if someone can say suggestions which Panel is legit and "fine"?
I see so many reseller of resellers. I arrived to some Russian sites but feel like English sites has much more refills etc, less danger for Tiktok panel?

@ilyxa if you can give me your ideas which Panel is 'okay' candidates to connect,
that you're thinking in your mind, I appreciate to hear from you happily. :oops:

Have a nice weekend, guys happy Friday! :anyway::oops::anyway:




p.s. Maybe online-course Gurus will give all instructions step by step with many helpful guide sentences with evidence numbers...:rolleyes: After I did figuring it out Tiktok algorithms, I might need to dance and shake my ass with captions of "1:10 ratio & 1:20 ratio" in video and beg a pardon to sell $1000 The complete algorithms course Easy, Fast, Beginner, 100% Results Guarantee! Hurry! Left 5 spots only! one :(puuuf
For now I focus e-commerce, but after I automate it, door is open, yeah!
 
You are a solid BHW member. I liked your consistent work strategy and execution. You are a sharp girl.
Good luck with your future journey.
Hi! You motivated me throughout the day today.
I got frustrated with panels that wasn't good, but your word kept me nice! So, thanks!!!:oops:
I will make more consistent work and fine-tune execution, yes the "do" is the hardest part beside "think" indeed so.
 
Listen, we are talking about pushing the videos to US FYP. I still get emails from TikTok when I switch/login to accounts that a new device logged in and it’s showing my real location, but the videos are pushed to US FYP even 100%, so it works for me.
Hi! Yes please only focus to talk about FYP here, I don't like off topic that much.
It gets longer my thread without good info to browse so.
But yeah I never had new device emails, so your IP is flying one to another or you emulate device info too?
And be careful that Tiktok sometimes change the push FYP to local FYP after 1-2 weeks etc, or/and after updates if it is a concern to Tiktok side.
Tiktok algorithm update is every 3 months, 4 times a year. Hope you won't get matter with your real location that.
 
Hi! Yes please only focus to talk about FYP here, I don't like off topic that much.
It gets longer my thread without good info to browse so.
But yeah I never had new device emails, so your IP is flying one to another or you emulate device info too?
And be careful that Tiktok sometimes change the push FYP to local FYP after 1-2 weeks etc, or/and after updates if it is a concern to Tiktok side.
Tiktok algorithm update is every 3 months, 4 times a year. Hope you won't get matter with your real location that.
I don’t emulate anything, I’m just using a spare factory reset iPhone and post using the stitch method. That’s all :)
 
Today I have interesting findings and getting calculating about numbers.
Got some strategic ideas to go with. If you stuck at certain numbers, this is the result to think- 1:10 like ratio.
And me, finding the bonus ratios that why it looks going randomly but it has sure the logic in it.


FYP 1:10 like to video ratio analysis

Numero 1
120 likes 1700 views small bonus 1.5x
120 likes 2400 views   bonus
1200 likes 11000 views
1480 likes 12900 views
1500 likes 17000 views
150 likes 1800 views
150 likes 2000 views x3 small bonus 1.4x
160 likes 3000 views   bonus
170 likes 2200 views  small bonus 1.3x
Numero 2
2000 likes 22000 views
20 likes 300 views small bonus 1.5x
230 likes 2300 views
250 likes 2500 views x2
270 likes 2700 views
270 likes 3500 views small bonus 1.3x
2720 likes 22400 views
2700 likes 26600 views
270 likes 2800 views
290 likes 2900 views
Numero 3
300 likes 3000 views
300 likes 4000 views x2  small bonus 1.3x
3k likes 30k views
30 likes 500 views  small bonus 1.6x
350 likes 3400 views
350 likes 7400 views  bonus
360 likes 3500 views
Numero 4
400 likes 4000 views
400 likes 6000 views x3 small bonus 1.5x
450 likes 5000 views
4500 likes 50k views
480 likes 4200 views
480 likes 5000 views

Findings: Numero 1-4
-150, 250, 300, 400 likes repeatedly stopping at certain view numbers (2000, 2500, 4000, 6000 views)
-70% video likes stop at this 1-4 area


Numero 5
50 likes 700 views    small bonus 1.4x
500 likes 6000 views x2 small bonus 1.2x
Numero 6
600 likes 6000 views
600 likes 6000 views
600 likes 7000 views
650 likes 9500 views small bonus 1.5x
Numero 7
700 likes 9000 views small bonus 1.3x
70 likes 1500 views bonus
700 likes 1.8k views bonus
Numero 8
800 likes 12k views  small bonus 1.5x

Total: 50 videos ratio
Period: past 4 months [22' Nov - 23' Jan]

Findings: Numero 5-9
-500 likes repeatedly stopping at 6000 views
-Likes won't stop at 7-9 area often



Total Findings:
-Bonus traffic is 2 times = 1:20 ratio (certainly)
-Bonus 1 in 10 chance
-Small Bonus traffic is 1.3 to 1.5 times
-Small Bonus 3 in 10 chance
-Bonus + Small Bonus = 40% of probability in total
-There is no 1:40 to 1:90 ratio
-Confirmed 1:10 ratio in general




Good. Nice numbers.
I liked today's finding very much.
Also, I write here mainly numbers to not add too many my words, if I write human "caption" here, it'll be gone with a bias that I don't give a damn in that.
But feel free you think ideas with it, and discuss with me so I can add new experiments sometimes!:p results will go personal share.

So my experiments, I'm little bit pausing due to Panel choosing.
I wanna ask some advices if someone can say suggestions which Panel is legit and "fine"?
I see so many reseller of resellers. I arrived to some Russian sites but feel like English sites has much more refills etc, less danger for Tiktok panel?

@ilyxa if you can give me your ideas which Panel is 'okay' candidates to connect,
that you're thinking in your mind, I appreciate to hear from you happily. :oops:

Have a nice weekend, guys happy Friday! :anyway::oops::anyway:




p.s. Maybe online-course Gurus will give all instructions step by step with many helpful guide sentences with evidence numbers...:rolleyes: After I did figuring it out Tiktok algorithms, I might need to dance and shake my ass with captions of "1:10 ratio & 1:20 ratio" in video and beg a pardon to sell $1000 The complete algorithms course Easy, Fast, Beginner, 100% Results Guarantee! Hurry! Left 5 spots only! one :(puuuf
For now I focus e-commerce, but after I automate it, door is open, yeah!
I would hire you, PM me and join my team haha. Good work.
 
Back
Top