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AI use

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Bumper to Billions cover art
Games/Upcoming/Simulation/Bumper to Billions
Release: To be announced

Bumper to Billions

by Happy Distractions Studio·Simulation

AI was used for code generation; audio, the radio voice and art come from humans.

Code (Partial)
Wishlist on Steam
OverviewSummaryHow AI is usedGrowthRankingsDeveloperSimilar games
Bumper to Billions

Overview

Screenshot 1 of Bumper to Billions

An incremental game about processing vehicles through a toll road.

IdlerSimulationIncrementalAutomationManagement2DRelaxingCasualSingleplayer

Summary

Steam followers90 this weekSteam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily
7-day growth0%0 followersNov 4 – Nov 10
Wishlists est.110Likely 60–180GameDB 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
  • CodePartial
  • ArtNot used
  • Music & SFXNot used
  • VoiceNot used
  • WritingNot stated
  • TranslationNot stated

Followers

Growth

Steam followers

9 now · Daily snapshot of public Steam data

789Oct 1Oct 15Nov 19

Upcoming chart · Nov 4 – Nov 10

Rankings

Open the chart
#2941

Trending · Upcoming

Among 8,195 upcoming games

#1188

Trending · Simulation

Among 2,817 upcoming simulation games

#510

Trending · Code

Among 1,688 upcoming games with AI in the code

#2663

Top · Wishlists, est.

~110 estimated

#2663

Top · Steam followers

9 followers

Why it’s here: 9 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

HD

Happy Distractions Studio

Developer on Steam

Is this your game?

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  • A Verified badge once you confirm how the game uses AI
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  • How you used AI, in your own words

Made by

HD

Happy Distractions Studio

Developer, self-published

  • Bluesky
  • TikTok

Links the developer lists on Steam

More from Happy Distractions Studio

Adventurers Wanted!
Is this your game? Claim the page

Shares AI uses or genres with Bumper to Billions

Similar games

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Code (Partial)Art (Partial)+2
10wishlists, est.
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Marketing
Not stated
CodePartial

AI was used for code generation.

Not used, per the developer
ArtMusic & SFXVoice
Not mentioned
In-game AIWritingTranslationMarketing
Read the full disclosureQuoted from the Steam store page

Used AI for code generation. Audio was source by humans, developer used their own voice for the radio, and art sourced by humans.

CorePartialAssistPlaceholder
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
Happy Distractions Studio
Release
To be announced
Genres
Simulation
Platforms
Windows
Steam app
5140350

Share a milestone

GameDB.aiNov 4 – Nov 10
★
AI game on GameDB.aiBumper to Billions0 Steam followers this week
gamedb.ai/g/bumper-to-billions
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
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