u/SillyCicely

Looking for something stable, clean dashboard, good API and not insanely overpriced. Right now, we're currently working with MoreThanPanel, but from what we've seen, most resellers are selling through them too. So in that case, we don't really have any pricing advantage left.

Anyone found a hidden gem lately?

I've been comparing different approaches people use to give new TikTok videos an initial boost, and one thing I've noticed is that delivery speed seems to be a big selling point.

Some services advertise that views are added gradually over several hours or days instead of appearing all at once. The idea is that slower growth looks more natural, but I'm not sure whether that actually makes a difference or if it's mostly marketing.

For anyone who's experimented with this, I'm curious about your experience.

Did the views arrive steadily or in one large spike?

Did the view count remain stable afterward?

Did the additional views make the video appear more active to other users?

Was there any noticeable change in organic reach or engagement?

Looking back, was it worth trying?

I'm not looking for provider recommendations or promotional links. I'm mainly interested in hearing real experiences from creators who have compared different approaches and can explain what they observed, whether the results were positive, negative, or somewhere in between.

I've been looking into different ways people try to grow TikTok accounts, and one topic that keeps coming up is paying for engagement. There are plenty of services that claim it improves social proof, helps content look more active, and can even lead to better reach, but it's difficult to separate marketing claims from real-world results.

From a marketing perspective, I'm more interested in whether there's any measurable impact beyond the initial numbers. For example, if a video receives an early boost in likes, does that translate into higher watch time, more comments, additional followers, or stronger organic distribution? Or does it mostly stop at making the engagement count look better?

For anyone who's experimented with it, I'd be interested in hearing what actually happened.

Did you notice any change in overall account performance?

Were there any improvements in engagement after the initial boost?

Did the likes appear natural, or was the quality obviously low?

Looking back, would you spend that budget the same way again?

If you had a limited budget today, where would you put it? Paid engagement, TikTok Ads, creator collaborations, or simply investing more time into improving content and posting consistently?

I'm not looking for service recommendations or links—just genuine experiences from marketers or creators who've tested different approaches and can share what produced real results versus what only looked good on the surface.

Hiii! Sino po dito mag aapply sa CDO tomorrow? 😞 Sama ako

Hello! I am knocking on your hearts asking for Dev Psych Notes especially kay Ainsworth, Mahler and Marcia T^T I just started reviewing and I noticed na wala sila sa Psych Nuggets that I have huhuh yan pa naman ang main material ko.

I don't think na discuss din yan ni JP Buduan kasi nung humingi ako ng notes sa friend ko, wala siyang ganun. Idek if nadiscuss din ba siya thoroughly sa online meeting ng isang known review center (I don't attend cause the last time I joined, naoverwhelm ako sa 7 hours and naburnout hence, I'm self-studying).

Thank you so much po sa mga nagshare. Let this post also be a thread for those who are seeking for notes and those who wants to cross-reference :3