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How audiences actually grow on social platforms

Novamya explains the mechanics behind followers, members, views and reach — what the platforms reward, what growth services really deliver, and where the risks sit. No guarantees, no invented statistics.

Novamya is a research publication covering the social media growth industry — the panels that sell followers, members and views, what those services actually deliver, and how the platforms respond. It is published by Utta, which builds websites for two panels in this market; that relationship is set out in full on the disclosure page. Everything we measure ourselves is published with its raw data and the scripts that produced it.

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What we measured ourselves

Most writing about growth services restates what the platforms already publish. These pages report numbers we collected, with the raw data and the scripts that read it, so anyone can check the result rather than take our word for it.

The method we collect under, and the full data catalogue

9,976

pairs of readings of the same post, hours apart, to watch views accumulate

What a Telegram Post’s View Count Actually Does

We read 430 public Telegram channels three times in one night and again four days later. A post under a day old had a little under half the views it showed four days…

54 of 76

panels running the same off-the-shelf software, on the day we read them

76 SMM Panels, One Piece of Software

We read the public pages of 84 SMM panels in one thirteen-minute window. Of the 76 that answered, 54 run the same vendor's software — and the same four fingerprints say…

Telegram Growth — The Complete Guide

How Telegram channels and groups actually grow, what members, views and reactions really are, and why growth advice imported from Instagram does not survive the trip.

Read the guide

Social Media Growth — The Complete Guide

How reach is decided on Instagram, YouTube and TikTok, where the three platforms genuinely differ, and what each of the three things called "paid growth" actually buys.

Read the guide

Social Media Growth

76 SMM Panels, One Piece of Software

We read the public pages of 84 SMM panels in one thirteen-minute window. Of the 76 that answered, 54 run the same vendor's…

8 min read

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