The tool that reads
Roblox's Discovery

Our market intelligence technology. We analyse Roblox Discovery every day to spot the games climbing under the radar, before they even appear in Roblox's charts.

Data as the differentiator

A creator-driven industry

The UGC ecosystem runs on studios of 1 to 5 people, young profiles, players first. Their strength: a rare ability to create fun. Their blind spot: building on their hits to repeat them. People know how to make a hit, they rarely know how to explain why it worked, or how to do it again.

Existing tools arrive too late

GGAID, RoMonitor, RoLearn or Rolimon's give a snapshot of visible metrics, players online, visits, likes, favourites, but only on games already performing. By the time a game shows up in those dashboards, the opportunity is already taken.

Our edge

The day's biggest hits, live

Every day, our tool surfaces the platform's biggest risers, much as a stock exchange ranks its best performers. We see what takes off in real time, and we understand why.

Predicting before the climb

Reading the shape of the curves, we don't just observe: we anticipate. We spot the trajectories that signal the next hits, to work out what the algorithm is about to push.

Most studios create blindly. Not us.

On Roblox, 90% of traffic is distributed by a single algorithm: Discovery. It decides which games appear to 380 million players every month. The vast majority of studios have no idea how it works. They build, publish, then hope. At Celestale, we predict, we build, we publish, then we analyse.

For several months we have been analysing data no one else exploits. It gives us a reading of the market no public tool offers, and feeds directly into every one of our production decisions.

Read what the algorithm wants

Our system tracks the behaviour of Roblox Discovery over time. By identifying promotion patterns, we understand what the platform is trying to push before it becomes visible in the public rankings.

Detecting algorithm changes

By tracking entries and exits in the rankings, we spot the breaking points: those days when everything shifts at once betray an algorithm update. We know when Roblox changes its rules, often the same day.

Anticipate the next breakthroughs

Our analysis layer cross-references several sources across the platform's millions of games. The result: we identify the mechanics, genres and formats that will perform in the coming weeks, before the market spots them.

Supporting publication

Our tool also includes publication aids: assessing a game's potential from its title, for instance. In the Roblox pipeline everything plays a part, and every detail before launch weighs on algorithmic traction.

Games designed for the algorithm

Every game we launch is calibrated from these analyses. A 1-to-2-month cycle, a core mechanic validated in playtest, a launch designed to maximise algorithmic traction from the very first hours. Less chance, more precision.

A repeatable playbook

The real innovation isn't a game. It's the method. As we produce, we build a UGC launch playbook no one else has. That asset, as much as the games themselves, is what makes Celestale durably valuable.