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Ghost Job Detector for Game Careers
Build a candidate-facing job intelligence platform that tracks studio postings over time and flags likely stale, reposted, or low-intent openings. The value is reducing wasted applications and giving job seekers a better map of where real hiring is happening.
Pourquoi c'est important
When you are applying into a tight market, the biggest drain is not just scarcity but uncertainty. You spend hours tailoring applications only to find that some openings have likely been sitting there for months, quietly recycled, or posted without real urgency to hire. General job boards show listings, not intent. Company pages do not tell you whether a role has been reopened repeatedly, whether similar roles ever close, or whether a studio shares compensation and remote details consistently. A focused software layer that scores posting credibility and tracks change history would help you spend your time on openings with better odds.
- · Conçu pour Game industry job seekers, especially artists, engineers, audio specialists, and writers applying across multiple studio sites..
- · Monétisation la plus probable : Freemium.
La douleur · Récit
When you are applying into a tight market, the biggest drain is not just scarcity but uncertainty. You spend hours tailoring applications only to find that some openings have likely been sitting there for months, quietly recycled, or posted without real urgency to hire. General job boards show listings, not intent. Company pages do not tell you whether a role has been reopened repeatedly, whether similar roles ever close, or whether a studio shares compensation and remote details consistently. A focused software layer that scores posting credibility and tracks change history would help you spend your time on openings with better odds.
Détail du score
Signal du marché
Mise sur le marché
Mid-level and senior game professionals actively applying to 10 or more studio roles per month.
~50K-150K active globally at any given time
SEO long-tail
$19/month
100 waitlist signups and 20 paying subscribers from organic search around game job tracking terms within 30 days
Périmètre MVP · 1–2 semaines
- Build a scraper for 25 well-known studio career pages and normalize job records
- Create a database schema for role, studio, posting date, update date, and inferred discipline
- Implement simple duplicate and repost detection using title, location, and text similarity
- Launch a searchable landing page with filters for role type and remote status
- Add email capture and a manual report form for users to flag suspicious listings
- Add a ghost-risk heuristic using age, repost frequency, and missing salary signals
- Create studio profile pages showing active openings and historical repost behavior
- Set up daily refresh jobs and alert emails for tracked roles
- Add a transparency page explaining methodology and confidence levels
- Integrate Stripe for paid alerts and advanced history access
Différenciation
Pourquoi cela pourrait échouer
Auto-contre-argument — le signal de confiance le plus important
- 1Studios may remove or restructure career pages frequently, making coverage brittle and expensive to maintain.
- 2Users may challenge the accuracy of ghost-job labels, causing reputational risk if the model is too aggressive.
- 3Free alternatives may be good enough for casual seekers, limiting conversion to paid subscriptions.
Résumé des preuves
Comment l'IA a synthétisé cet aperçu — pas de citations textuelles
The strongest signal in the discussion is frustration with stale or questionable openings. Multiple participants debated whether long-lived listings are genuinely hard to fill or effectively non-active, and several pointed to postings staying up for many months or being refreshed. Others also highlighted incomplete salary and remote data, which strengthens the case for a trust layer rather than another generic board.
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
Ghost Job Detector for Game Careers
Sous-titre
Build a candidate-facing job intelligence platform that tracks studio postings over time and flags likely stale, reposted, or low-intent openings. The value is reducing wasted applications and giving job seekers a better map of where real hiring is happening.
Pour Qui
Pour Game industry job seekers, especially artists, engineers, audio specialists, and writers applying across multiple studio sites.
Liste des Fonctionnalités
✓ Historical posting timeline with repost detection ✓ Ghost-risk score based on age, refresh behavior, and closure patterns ✓ Role alerts filtered by discipline, seniority, region, and remote policy ✓ Studio transparency dashboard for salary, response likelihood, and posting freshness
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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