Does Bee on a Roll use AI?
Some art, music and translations were made with AI tools and hand-edited; they ship as fixed assets, not live generation.
Our AI review, medium confidence. Not a verdict; the evidence is below.
Checked against Steam on Oct 28, 2026.

- Developer
- Reimar Waitz
- Publisher
- Reimar Waitz
- Release
- 28 Sep, 2026
- Reviews
- 2 user reviews · 2
Before you buy: anti-cheat, accounts, DRM
No anti-cheat, third-party account or DRM is declared on Bee on a Roll's Steam page.
Full anti-cheat, account and DRM details, with change history →
Production signals
Facts about who made the game and how players received it. They don't depend on AI, and they help tell a carefully made game that used some AI apart from mass-produced ones.
- Reimar Waitz released 1 game on Steam in the last 12 months. 1 of their 1 game disclose AI.
- This is the developer's first game on Steam.
- 2 player reviews, 100% positive (2 user reviews).
- Our AI review of these signals: solid production.
What the developer says
Parts of this game's art, music and translations were created with AI tools during development and edited by hand. They ship as fixed assets — nothing is generated by AI while you play.
From the “AI Generated Content Disclosure” on the Steam store page, quoted as written. First seen by us on Oct 28, 2026.
What other sources say
| Source | Their take |
|---|---|
| Steam disclosure | AI content disclosed |
| AI judgment deepseek-flash | Partial AI · solid production, medium confidenceReasoningThe developer discloses AI use for art, music and translations, so AI content ships to players. Assets are hand-edited and fixed, and the game shows real development signals like local co-op and procedural generation. Only one release in the last 12 months, so no volume-release pattern. Against: Only 2 reviews a month after release, which limits confidence in how much of the game is human-made. |
| Remove AI Slop open-source extension | Some AI (art, music/sound, translation) |
FAQ
Does Bee on a Roll use AI?
Yes. Bee on a Roll's developer discloses AI-generated content on its Steam page. Some art, music and translations were made with AI tools and hand-edited; they ship as fixed assets, not live generation.
Is Bee on a Roll AI-generated?
Only partly. AI is used for parts of the game; most of it is made by the developers.
How does GameAICheck know?
We read the AI Generated Content Disclosure from the game's public Steam store page, check it daily, and show what independent curators and open-source tools say about it. Disclosures are self-reported by developers.
Is something wrong?
Developers and players can dispute or report this page. We review every message and correct mistakes.