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The Tokturbo Desk · Tokturbo

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The Tokturbo Desk

Editorial team · Tokturbo

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The Tokturbo Desk

Editorial team · Tokturbo

The Tokturbo Desk is the in-house editorial team behind Tokturbo's growth research. We have tracked TikTok's For You Page ranker since 2021, shipping over a million paced engagement deliveries across creator, brand, and agency accounts.

Tracking the TikTok FYP ranker since 2021 · 1M+ paced engagement deliveries across creator and brand accounts · Source-verified by Tokturbo delivery-network field data

More by The Tokturbo Desk

Posts by The Tokturbo Desk

Growth playbooks14 min · May 19, 2026
The first 72 hours: how delivery pacing changes the FYP weight of a new post
Two posts with identical content can land at wildly different reach if their early engagement curves look different to the ranker. Six months of delivery data on why pacing inside the FYP scoring window is the single signal that matters most.
Platform news9 min · May 18, 2026
TikTok's 2026 ranker patch notes — what changed and how to adapt
Four ranker changes we measured between February and April 2026: weaker recency boost, doubled rewatch weighting, audio-engagement upgrade, and a narrower probe window. With what to ship instead.

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03

Growth playbooks10 min · May 16, 2026

How the TikTok FYP scoring window actually works in 2026

The first 72 hours of a TikTok post are when the For You Page ranker decides whether to scale your reach. Six months of delivery data on what the algorithm rewards inside the probe window.

Growth playbooks9 min · May 15, 2026

Why creator and brand co-posts now outperform either side posting alone

The shared-post format quietly shifted from a workaround to a primary distribution surface in 2025. Where the boost actually comes from, the setups that earn the lift, and the co-post arrangements that are not worth the friction.

Growth playbooks11 min · May 11, 2026

Picking a TikTok niche that is not already cooked

Saturation is not the same as competition. A field-tested process for spotting categories where audience is still being built and the early-mover discount has not collapsed.

Growth playbooks8 min · May 11, 2026

Likes vs. views vs. follows: which TikTok signal actually moves the needle?

The ranker reads each engagement type differently. Follows compound; likes anchor the engagement-rate ratio; views feed the completion-rate signal. Where to spend, by account size.

TikTok tutorials8 min · May 8, 2026

How to buy TikTok followers safely (without losing them in a week)

Five-step buyer's guide: how to verify a network is real, what tiers actually mean, why refill guarantees matter, and the red flags that tell you to walk away.

Growth playbooks7 min · May 6, 2026

The case for posting fewer TikTok videos in 2026

TikTok's 2025 ranker quietly weakened the volume bonus that used to reward daily posters. A careful study of accounts that cut their cadence and grew anyway, plus the trade-off that determines when fewer-but-better works.

TikTok tutorials12 min · May 1, 2026

Completion rate vs. comment density: which TikTok signal moves rank faster

Both matter, neither is dominant. The signal that wins depends on niche, post length, and the account's prior 30-day history. The trade-off mapped with examples and a decision tree.

Case studies7 min · Apr 29, 2026

Case study: how @990enjoy turned 50,000 paid followers into 6.1M organic ones

A 14-month timeline of one creator's growth from 247 followers to 6.1M, with the algorithm mechanics behind every phase of the run.

TikTok tutorials8 min · Apr 24, 2026

What 'consistent posting' actually means on TikTok after the 2025 changes

The rule of thumb that used to be 'post every day' no longer survives contact with the data. A more honest version of the consistency model and the windows that still work for cadence-driven growth.

TikTok tutorials10 min · Apr 19, 2026

Reading the FYP-friendly comment threshold, and what trips it

There is a band of early-comment activity that reads as healthy and a band that reads as inorganic. Both named, plus how drip-paced engagement stays inside the first.

TikTok tutorials13 min · Apr 14, 2026

What to do in week one after a paid TikTok follower delivery lands

The bought-followers playbook the dishonest competitors never publish. Eight specific things to ship in the first seven days to keep the cohort engaged and the algorithm reading the lift as natural.

Case studies9 min · Apr 9, 2026

Drip-fed TikTok views and the momentum window

Bought views work like a bump only if they hit inside a defined window. Where that window starts, where it closes, and how to time your next two posts against the lift it creates.

Case studies6 min · Apr 3, 2026

Reading your refill history as a TikTok growth signal

Refill rates carry information about which content held the cohort and which content lost them. A short piece on what the refill dashboard is quietly telling you about your audience and your content fit.

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TikTok services

Buy TikTok Likesreal likes, drip-paced
Buy TikTok Viewsnatural view momentum
Buy TikTok Followersstick rate, 30-day refill
Buy TikTok Commentsreal, on-topic comments
Buy TikTok Auto Likeslikes on every upload
Buy TikTok Auto Viewsviews on every upload
All servicesthe full catalog

Free tools

TikTok video downloaderwatermarked MP4 + audio
TikTok hashtag generator25 ranked tags
TikTok profile analyzerfake-follower grade
Best time to post on TikToktop posting hours
All free toolsthe full toolkit

Help

Aboutwho we are
Blogplaybooks + tutorials
Reviewstrustpilot verified
FAQquick answers
Supportopen a ticket

My account

Sign inaccess your dashboard
Create accountsave orders + refills

© 2026 Tokturbo, Inc.·H.H. Connect for Marketing and PR

Not affiliated with TikTok or ByteDance.·Terms·Privacy

© 2026 Tokturbo, Inc.

Not affiliated with TikTok or ByteDance.