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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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  • Adventure
  • Casual
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  • Simulation
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  • MMO
  • Free to play
Game data from public Steam store pages. GameDB.ai is not affiliated with Valve.Revenue and wishlists are GameDB estimates · AI labels are read from each game’s Steam disclosure

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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 followers7Tracking since Sep 23, 2026Steam · public
Followers 24h—Tracking since Sep 23, 2026Steam · daily
7-day growth—Tracking since Sep 23, 2026Sep 18 – Sep 24
Wishlists est.80Likely 50–140GameDB estimate

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
  • CodePartial
  • ArtNot used
  • Music & SFXNot used
  • VoiceNot used
  • WritingNot stated
  • TranslationNot stated
  • MarketingNot 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

Followers

Growth

Steam followers

7 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 7.

Upcoming chart · Sep 18 – Sep 24

Rankings

Open the chart
#345

Trending · Upcoming

Among 4,848 upcoming games

#152

Trending · Simulation

Among 1,593 upcoming simulation games

#68

Trending · Code

Among 907 upcoming games with AI in the code

#337

Top · Wishlists, est.

~80 estimated

#337

Top · Steam followers

7 followers

Why it’s here: 7 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?

This page is built automatically from public Steam data and refreshed several times a day. Claim it to tell the story behind the game — no claim is needed to stay listed.

  • A Verified badge once you confirm how the game uses AI
  • Story, timeline and milestones
  • 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
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.aiSep 18 – Sep 24
★
AI game on GameDB.aiBumper to Billions7 Steam followers
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

Shares AI uses or genres with Bumper to Billions

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