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AI use

  • In-game AI
  • AI in code
  • AI art
  • AI music & sound
  • AI voices
  • AI writing
  • AI translation
  • AI in marketing

Genres

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Game data from public Steam store pages. GameDB.ai is not affiliated with Valve.Earnings and wishlists are GameDB estimates · AI labels are read from each game’s Steam disclosure

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Ragtag Fleet cover art
Games/Upcoming/Casual/Ragtag Fleet
Release: Q1 2027

Ragtag Fleet

by ESDF Game·Casual, Indie

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

Art (Partial)
Wishlist on SteamShare
OverviewHow 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

AI disclosure

How AI is used

Source: Steam AI disclosure · checked Sep 24, 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
  • MarketingNot stated
ArtPartial

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

Wishlists · audience

Growth

Wishlists est.20Likely 10–307–14× Steam followers
Steam followers2Tracking since Sep 23, 2026Steam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily
7-day growth—Tracking since Sep 23, 2026Sep 18 – Sep 24

How we estimate wishlists. Steam games typically collect 7–14 wishlists per follower; we use 10× as the central figure.

Steam followers

2 now · Daily snapshot of public Steam data

Collecting dataGameDB started tracking this game on Sep 23, 2026. The chart fills in as daily snapshots arrive; the latest reading is 2.

Upcoming chart · Sep 18 – Sep 24

Rankings

Open the chart
#1001

Trending · Upcoming

Among 4,832 upcoming games

#417

Trending · Casual

Among 1,906 upcoming casual games

#675

Trending · Art

Among 3,164 upcoming games with AI art

#973

Top · Wishlists, est.

~20 estimated

#973

Top · Steam followers

2 followers

Why it’s here: 2 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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  • How you used AI, in your own words

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

Share a milestone

GameDB.aiSep 18 – Sep 24
★
AI game on GameDB.aiRagtag Fleet2 Steam followers
gamedb.ai/g/ragtag-fleet

Sources

  • Steam store pageDescription, media, AI disclosure
  • Steam followersPublic data, refreshed several times a day
  • Wishlist estimate · GameDB7–14 wishlists per Steam follower
  • GameDB starsOne per account

Shares AI uses or genres with Ragtag Fleet

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