Skip to content
Consumer appsNew techTop 7% of today's analysed ideas

Steam AI-content filter for gamers

Build a browser extension or simple curated discovery site that filters Steam's store and Next Fest listings using Steam's mandatory AI-content disclosure tags, letting players hide or flag AI-generated and vibecoded games and browse a human-made-only catalog. Monetize via donations, a 'verified human-made' badge/affiliate links, or a small premium tier with curated lists and alerts for festivals.

Original post

What to build

A browser extension (Chrome/Firefox) for Steam that reads each game's mandatory AI-content disclosure label and overlays a 'hide AI-made games' filter on store search, category, and Steam Next Fest listing pages, so players can browse a human-made-only catalog.

Steam already forces devs to disclose AI-generated content but offers no way to filter on it, and a vocal segment of players want AI-made and vibecoded games hidden from browsing, especially during Next Fest.

Demand

Players frustrated by what they see as a flood of low-effort vibecoded submissions during Steam Next Fest want a 'No AI' filter now, since Valve has no native filtering despite requiring AI disclosure tags.

  • Hacker NewsDiscussion

    'Steam Users Beg for No AI Filter as Vibecoders Flood Next Fest' — 170 points, 198 comments on HN; high engagement at the source.

  • Steam community discussions / forum threadsDiscussion

    Users posting threads asking Valve to add a 'No AI' or AI-content filter to the Steam store and Next Fest browsing pages.

  • Gaming press coverage of Next Fest AI content backlashNews

    Articles reporting on player frustration with a perceived increase in low-effort or AI-assisted game submissions during Steam Next Fest.

Stack

  • Chrome Extension Manifest V3
  • Steam Store Page / Storefront API
  • SteamSpy or SteamDB data for AI-tag cross-reference
  • IndexedDB for local caching
  • Plasmo or WXT extension framework

Solo + AI difficulty

MVP is a simple DOM-injection extension scraping Steam's existing AI-disclosure labels and hiding tagged listings; buildable in a few days. Hard part is handling Steam's varied page layouts and keeping up with site changes.

Entry threshold
Very low barrier: Steam already requires sellers to disclose AI-generated content, so the filter logic is mostly scraping/reading existing tags and building a clean UI; a working extension or filtered list site is buildable solo with AI tools in a few days.
Window
3-6 months

Where to find first users

  • r/Steam and r/pcgaming
  • Steam community forums (the same threads requesting this)
  • Product Hunt launch
  • r/IndieGaming and game-dev Discords for feedback

Counter-signals & risks

  • Steam could build native AI-content filtering itself, eliminating the need for a third-party extension.

  • AI-content disclosure tags may be inconsistently or inaccurately applied by developers, undermining filter reliability.

  • The forum users complaining loudly may be a small fraction of Steam's total audience, limiting monetization potential.

Original title: Steam Users Beg for "No AI" Filter as Vibecoders Flood Next Fest

  • Consumer apps#8

    Third-party client for self-hosted media servers

    Build a lightweight, cross-platform media player/client for Plex, Jellyfin, and Emby servers, targeting the self-hosted media community left anxious by Plex gutting its player team. Focus on a fast, no-bloat native app (desktop, mobile, TV) with clean remote playback, since users fear official apps will stagnate or get worse. Distribute through r/PleX, r/jellyfin, and self-hosting forums where this audience already congregates.

    Demand
    6/10
    measured
    Buildability
    5/10
    est.
    Competition
    5/10
    est.
    via Hacker News
    44 competitors
  • Consumer apps#10

    Ad-free TV launcher for bloatware-heavy smart TVs

    Build and sell a polished, ad-free Android TV launcher tuned for China-market smart TVs (Xiaomi, TCL, Hisense) that strips bloatware and ad-laden home screens, taking over on boot. Monetize via a one-time paid app or pro tier (themes, cloud sync, kid profiles) sold through sideload sites, Android TV app stores, and tech-enthusiast communities frustrated with manufacturer ad-heavy UIs.

    Demand
    9/10
    measured
    Buildability
    7/10
    est.
    Competition
    7/10
    est.
    via GitHub · Translated from cjk
    22 competitors
  • Consumer apps#1

    On-device privacy photo-sorting apps have global demand

    Build narrow, on-device privacy-first utility apps that solve one embarrassing or sensitive personal data problem (duplicate/sensitive photo cleanup, screenshot sorting, hidden file finders, nude/ID detection for personal use) using on-device ML so no data ever leaves the phone. Target privacy-conscious users globally via App Store keyword ads rather than social media, and monetize with a one-time purchase.

    Demand
    6/10
    est.
    Buildability
    8/10
    est.
    Competition
    10/10
    est.
    via Reddit
    0No named competitors
Steam AI-content filter for gamers — Nichr