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AI use

  • In-game AI
  • AI in code
  • AI art
  • AI music & sound
  • AI voices
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Ragtag Fleet cover art
Games/Upcoming/Indie/Ragtag Fleet
Release: Q1 2027

Ragtag Fleet

by ESDF Game·Indie, Casual

Generative AI helped create select art assets; programming and design are the team's own.

Art (Partial)
Wishlist on Steam
OverviewSummaryHow AI is usedGrowthRankingsDeveloperSimilar games
Ragtag Fleet

Overview

RagtagFleetRagtagFleet

Ragtag Fleet is a fast-paced pixel-destruction survival roguelite. Tear apart enemy ships, expose their Cores, and turn the spoils into weapons, drones, and modules. Build a makeshift fleet into overwhelming firepower.

Top-Down ShooterCasualTwin Stick ShooterBullet HellShooterArcadeRoguelike2DTop-DownPhysics

Summary

Steam followers4Tracking since Sep 23, 2026Steam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily
7-day growth—Tracking since Sep 23, 2026Nov 3 – Nov 9
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 1 of 8 areas
  • In-game AINot stated
  • CodeNot used
  • ArtPartial
  • Music & SFXNot stated
  • VoiceNot stated
  • WritingNot stated
  • TranslationNot stated

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
#4537

Trending · Upcoming

Among 8,184 upcoming games

#1652

Trending · Casual

Among 3,323 upcoming casual games

#2930

Trending · Art

Among 5,386 upcoming games with AI art

#4296

Top · Wishlists, est.

~50 estimated

#4296

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

EG

ESDF Game

Developer on Steam

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Made by

EG

ESDF Game

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
ESDF Game
Release
Q1 2027
Genres
Indie, Casual
Platforms
Windows
Steam app
5145310

Share a milestone

GameDB.aiNov 3 – Nov 9
★
AI game on GameDB.aiRagtag Fleet4 Steam followers
gamedb.ai/g/ragtag-fleet
Image

Shares AI uses or genres with Ragtag Fleet

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Marketing
Not stated
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Generative AI helped create select art assets, reviewed, edited and integrated by the developer.

Not used, per the developer
Code
Not mentioned
In-game AIMusic & SFXVoiceWritingTranslationMarketing
Read the full disclosureQuoted from the Steam store page

Generative AI was used to assist in creating select art assets, which were reviewed, edited, and integrated by the developer. All gameplay, programming, and overall design were created by the development team.

CorePartialAssistPlaceholder

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
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