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AI use

  • In-game AI
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Marble Mill cover art
Games/Upcoming/Casual/Marble Mill
Release: Q4 2026

Marble Mill

by StoneForge Labs·Casual, Indie, Simulation

The in-game text, achievement and perk descriptions and store page were written with AI assistance.

Writing (Assist)Marketing (Assist)
Wishlist on Steam
OverviewSummaryHow AI is usedGrowthRankingsDeveloperSimilar games
Marble Mill

Overview

TrailerTrailer

An idle game where every coin is a real collision. Build a marble mill, watch it grow into a roaring machine — and finish it in one satisfying evening. 100% achievements in ~3 hours, endless sandbox after. An idle game that ends.

CasualIdlerIncrementalCozyRelaxingPhysicsShort2DSimulationIndie

Summary

Steam followers40 this weekSteam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily

Shares AI uses or genres with Marble Mill

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Wishlists est.50Likely 30–80GameDB estimate

AI disclosure

How AI is used

Source: Steam AI disclosure · checked Nov 9, 2026

GameDB AI label

AI in 2 of 8 areas
  • In-game AINot used
  • CodeNot stated
  • ArtNot used
  • Music & SFXNot used
  • VoiceNot stated
  • WritingAssist
  • TranslationNot stated
  • MarketingAssist
WritingAssist

The in-game strings and achievement and perk descriptions were written with generative AI assistance.

MarketingAssist

The store page text was written with generative AI assistance.

Not used, per the developer
In-game AIArtMusic & SFX
Not mentioned
CodeVoiceTranslation
Read the full disclosureQuoted from the Steam store page

Marble Mill's text was written with generative AI assistance — the in-game strings, the achievement and perk descriptions, and this store page.

Nothing else is AI-generated. The mill is drawn by the game's own renderer rather than from image files: the build contains no art assets beyond the window icon, which a script in the project generates. Every chime is synthesised in code as it plays, so the game ships no audio files at all. And nothing is generated while you play — there is no AI model in the game and no calls out to one.

CorePartialAssistPlaceholder

Followers

Growth

Steam followers

4 now · Daily snapshot of public Steam data

234Oct 1Oct 15Nov 14

Upcoming chart · Nov 3 – Nov 9

Rankings

Open the chart
#4541

Trending · Upcoming

Among 8,188 upcoming games

#1652

Trending · Casual

Among 3,325 upcoming casual games

#696

Trending · Writing

Among 1,528 upcoming games with AI writing

#4302

Top · Wishlists, est.

~50 estimated

#4302

Top · Steam followers

4 followers

Why it’s here: 4 Steam followers. Upcoming games rank by Steam follower growth over the last day and week, weighed against the audience they already have. Released and upcoming games are charted separately; estimates and stars are never mixed in.

Made by

Developer

SL

StoneForge Labs

Developer on Steam

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Made by

SL

StoneForge Labs

Developer, self-published

No social links on the Steam page yet.

Is this your game? Claim the page
0+0 this week

A star saves the game to My stars and adds one to its public count. One per account, and you can take it back.

Game info

Developer
StoneForge Labs
Release
Q4 2026
Genres
Casual, Indie, Simulation
Platforms
Windows, Linux / SteamOS
Steam app
5077600

Share a milestone

GameDB.aiNov 3 – Nov 9
★
AI game on GameDB.aiMarble Mill0 Steam followers this week
gamedb.ai/g/marble-mill
Image

Sources

  • Steam store pageDescription, media, AI disclosure
  • Steam followersPublic data, refreshed several times a day
  • Wishlist estimate · GameDBSteam followers × 12 (likely 7–20 wishlists per follower)
  • GameDB starsOne per account
Art (Core)
Music & SFX (Core)
+3
100wishlists, est.
8followers

Bottle King

RoSGames · Casual

Art (Partial)Writing (Partial)+2
10wishlists, est.
1followers

Writelings

Stately Gaming · Casual

Art (Partial)Marketing (Partial)+1
10wishlists, est.
1followers