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Aquaculture Simulator cover art
Games/Upcoming/Simulation/Aquaculture Simulator
Release: 2026

Aquaculture Simulator

by Kellwright Studios·Simulation, Indie, Strategy

AI helped create fish models, a facility hall, tanks and some in-game text.

Art (Partial)Writing (Partial)
Wishlist on Steam
OverviewSummaryHow AI is usedGrowthRankingsDeveloperSimilar games
Aquaculture Simulator

Overview

PlaytestTrailerPlaytestTrailer

Run your own fish farm in first person. Keep the water alive, raise trout, eels, sturgeon and koi, breed 25 koi varieties, and sell through customer orders, an online market, your farm shop and a show hall where you haggle face to face.

SimulationFarming SimManagementAgricultureFirst-PersonTime Management

Shares AI uses or genres with Aquaculture Simulator

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Core Logistics

Amber Anchor Studio · Strategy

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830wishlists, est.
69followers

PATTY STATE

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Summary

Steam followers24+2 this weekSteam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily
7-day growth+9.1%+2 followersNov 3 – Nov 9
Wishlists est.290Likely 170–480GameDB estimate

AI disclosure

How AI is used

Source: Steam AI disclosure · checked Nov 8, 2026

GameDB AI label

AI in 2 of 8 areas
  • In-game AINot used
  • CodeNot used
  • ArtPartial
  • Music & SFXNot used
  • VoiceNot stated
  • WritingPartial
  • TranslationNot stated
  • MarketingNot stated
ArtPartial

Generative AI created the fish models, facility hall and tanks, which were integrated by hand.

WritingPartial

An AI language model helped write some in-game text, including the tutorial and customer emails.

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

Some of this game's assets were created with generative AI tools and then integrated by hand: the fish models, the facility hall, and the tanks. Some in-game text, the tutorial and the customer emails, was written with the help of an AI language model. All other assets (music, sound, icons, textures, remaining UI) are hand-made or CC0. Every game system, the water simulation, koi grading, economy, customer and calendar logic, is hand-written code. No generative AI runs at runtime; nothing is generated live while you play.

CorePartialAssistPlaceholder

Followers

Growth

Steam followers

24 now · Daily snapshot of public Steam data

152025Oct 1Oct 15Nov 124

Upcoming chart · Nov 3 – Nov 9

Rankings

Open the chart
#1205

Trending · Upcoming

Among 8,179 upcoming games

#423

Trending · Strategy

Among 2,816 upcoming strategy games

#751

Trending · Art

Among 5,383 upcoming games with AI art

#1335

Top · Wishlists, est.

~290 estimated

#1335

Top · Steam followers

24 followers

Why it’s here: +1 follower in 2 days. 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

KS

Kellwright Studios

Developer on Steam

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Made by

KS

Kellwright Studios

Developer, self-published

  • Discord

Links the developer lists on Steam

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0+0 this week

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Game info

Developer
Kellwright Studios
Release
2026
Genres
Simulation, Indie, Strategy
Platforms
Windows
Steam app
4969230

Share a milestone

GameDB.aiNov 3 – Nov 9
★
AI game on GameDB.aiAquaculture Simulator+2 Steam followers this week
gamedb.ai/g/aquaculture-simulator
Image

Sources

  • Steam store pageDescription, media, AI disclosure, developer links
  • Steam followersPublic data, refreshed several times a day
  • Wishlist estimate · GameDBSteam followers × 12 (likely 7–20 wishlists per follower)
  • GameDB starsOne per account
Art (Partial)Music & SFX (Partial)+3
1.2Kwishlists, est.
98followers

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110wishlists, est.
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