cvDoc is an AI-powered resume and cover letter builder on iOS and Android, with 425K+ total downloads across 16 languages — all driven by organic search and localized ASO, with zero paid acquisition spend to date. Built on React Native with Firebase, RevenueCat, and Claude & GPT API integrations, CVDoc has reached 338K authenticated users and 149K stored resumes, while maintaining a 4.8★ App Store rating (4,043 reviews) and 4.5★ on Google Play (3,885 reviews). The product sits in one of the largest evergreen consumer software categories — job seekers — with a defensible footprint in markets most competitors underserve, including Korean, Japanese, Hindi, Polish, Ukrainian, Turkish, and Indonesian. Monetization runs through a freemium model with weekly and monthly subscriptions plus one-time template and lifetime-access IAPs, all managed via RevenueCat. Every dollar of current revenue has come from organic acquisition, leaving substantial headroom for an acquirer with a paid marketing engine. Key Highlights: ✅ 425K+ total downloads (213K Android, 212K iOS) — 100% organic, zero paid acquisition ✅ 4.8★ App Store (4,043 reviews) · 4.5★ Google Play (3,885 reviews) ✅ 338K authenticated users · 149K stored resumes (~44% activation) ✅ Localized into 16 languages, including underserved APAC and CEE markets ✅ AI Smart Review — ATS-compatibility analysis and scoring powered by Claude & GPT ✅ AI Smart Match — automatic resume adaptation to a target job posting ✅ AI Translate — one-click resume translation across all 16 supported languages ✅ AI Cover Letter — auto-generated, job-specific cover letters ✅ AI-assisted drafting — complete resume built from a short Q&A flow ✅ Import existing resumes from LinkedIn, PDF, or DOCX ✅ 10+ professional templates · 14 resume sections · multiple resume profiles ✅ Real-time preview · cloud sync · offline editing · custom PDF export ✅ Proven monetization stack — subscriptions + IAPs via RevenueCat ✅ Modern tech — React Native, Firebase, Claude & GPT APIs ✅ GDPR-compliant, with 16 localized ASO assets ready to inherit Growth opportunity: every download to date has come through organic traffic and ASO. The same product paired with paid UA, performance creative, or cross-promotion from an acquirer's existing portfolio has meaningful headroom in both unit economics and revenue scale.
Currently we have good positions at Europe, but mostly invisible at USA