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AI Disclosure & Store Page Risk Auditor
Build a SaaS tool that scans game store assets and text for likely AI-related trust risks, then recommends disclosure language and page fixes. The core value is preventing review backlash and improving buyer confidence before launch.
Pourquoi c'est important
You are about to launch your game page and discover that players do not only judge the game itself; they also judge whether your marketing feels honest. If you used AI anywhere in the art, copy, or localization pipeline, even lightly, you can end up in a gray area where buyers feel misled. You then face a painful choice: over-disclose and worry about stigma, or under-disclose and risk review damage later. Existing advice is scattered and emotional, so you are left guessing what to say, where to say it, and whether your page already gives off the wrong impression before anyone even plays the demo.
- · Conçu pour Indie game developers publishing on PC storefronts who use any AI-assisted workflow in art, text, or localization and want to avoid trust or policy issues..
- · Monétisation la plus probable : SaaS subscription.
La douleur · Récit
You are about to launch your game page and discover that players do not only judge the game itself; they also judge whether your marketing feels honest. If you used AI anywhere in the art, copy, or localization pipeline, even lightly, you can end up in a gray area where buyers feel misled. You then face a painful choice: over-disclose and worry about stigma, or under-disclose and risk review damage later. Existing advice is scattered and emotional, so you are left guessing what to say, where to say it, and whether your page already gives off the wrong impression before anyone even plays the demo.
Détail du score
Signal du marché
Mise sur le marché
Solo and 2-5 person indie teams preparing a first commercial PC game page with any AI-assisted assets or copy.
~50K active globally in the initial niche
SEO long-tail
$19/month
20 paying developers who upload a page and act on at least one disclosure recommendation within 30 days
Périmètre MVP · 1–2 semaines
- Build a landing page with a manual URL or asset upload form
- Create a rules engine for common disclosure scenarios in art, text, and localization
- Implement screenshot and capsule image upload with basic metadata storage
- Add an LLM-based store text scanner that flags unclear wording
- Generate a simple audit report with risk score and suggested edits
- Add vision-model prompts to detect likely AI-signaling imagery patterns
- Create disclosure templates for conservative, moderate, and minimal-risk cases
- Implement a prioritized fix list sorted by reputational impact
- Add report export as PDF and shareable link
- Run 10-15 real page audits with beta users and tune thresholds
Différenciation
Pourquoi cela pourrait échouer
Auto-contre-argument — le signal de confiance le plus important
- 1Developers may see AI disclosure as too politically charged and avoid a tool that appears to take sides.
- 2If the tool cannot reliably distinguish harmless edits from meaningful AI generation, users will reject its recommendations.
- 3Storefronts may not expose enough structured policy detail for the product to feel authoritative.
Résumé des preuves
Comment l'IA a synthétisé cet aperçu — pas de citations textuelles
The strongest signal in the discussion was concern over undisclosed AI use in promotional materials. Roughly half the comments focused on this, with repeated warnings about buyer anger, poor reviews, and reporting risk. The developer also described manually checking assets and uncertainty about where the line is, which suggests a real need for clearer, automated guidance rather than scattered opinions.
Plan d'Action
Validez cette opportunité avant d'écrire du code
Prochaine Étape Recommandée
Construire
Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.
Kit de Textes pour Landing Page
Textes prêts à coller, basés sur le langage réel de la communauté Reddit
Titre Principal
AI Disclosure & Store Page Risk Auditor
Sous-titre
Build a SaaS tool that scans game store assets and text for likely AI-related trust risks, then recommends disclosure language and page fixes. The core value is preventing review backlash and improving buyer confidence before launch.
Pour Qui
Pour Indie game developers publishing on PC storefronts who use any AI-assisted workflow in art, text, or localization and want to avoid trust or policy issues.
Liste des Fonctionnalités
✓ AI-usage disclosure checklist and risk score ✓ Store page text scanner with suggested disclosure wording ✓ Visual audit for likely AI-signaling art patterns and mismatch warnings
Où Valider
Partagez votre landing page sur r/r/gamedev — c'est exactement là que ces points de douleur ont été découverts.
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