AI SaaS — turns videos into platform-ready descriptions instantly.
Descriptium is a fully deployed AI SaaS that automatically generates optimized video descriptions from uploaded videos. Upload a video, pick your tone and target platform, and the AI transcribes and writes a ready-to-use description in under 2 minutes. WHAT YOU'RE BUYING This is not a concept or a GitHub repo. Descriptium is live, running in production, and ready for its first paying customer. Everything is included — server, domain, accounts, billing. No setup required. PDF: https://drive.google.com/file/d/1PBfmK9B8UXunCGbeI5J7uwg-pkTvWgR2/view?usp=sharing ⚙️ HOW IT WORKS 1. User uploads a video 2. FFmpeg extracts the audio 3. OpenAI Whisper transcribes it 4. GPT generates a polished, platform-specific description 5. User copies and publishes Fully automated. Under 2 minutes. Works for YouTube, TikTok, Instagram, LinkedIn and more. MONETISATION — ALREADY CONFIGURED Two live pricing tiers ready to take payments from day one: Creator Plan — €8/month (unlimited usage, 1-day free trial) Business/API Plan — Custom pricing (for agencies & developers) Billing is handled entirely through Clerk. No Stripe setup needed. Plans are live in the dashboard right now. EVERYTHING INCLUDED IN THE SALE ✅ Full source code (Next.js + TypeScript frontend, Python FastAPI backend) ✅ Live Webdocks server — transferred directly to your account ✅ descriptium.com domain (€10/year renewal) ✅ descriptium@gmail.com — master account tying everything together ✅ Clerk account (auth + billing fully configured) ✅ OpenAI account ✅ YouTube channel ✅ All .env files pre-configured with test keys — verify before going live ✅ Privacy Policy, Terms of Service & Contact page already live ✅ Full technical documentation (11 sections) ✅ 30 days of email support after the sale RUNNING COSTS Webdocks server: €9.38/month Domain: €10/year (€0.83/month) OpenAI: pay-per-use, fractions of a cent per description Total fixed cost: €10.21/month TECH STACK Frontend: Next.js 16 + TypeScript + Tailwind CSS v4 Backend: Python FastAPI (fully async) Auth & Billing: Clerk (configured, plans live) AI: OpenAI Whisper (transcription) + GPT (description generation) Infrastructure: Docker + Nginx + SSL via Let's Encrypt Hosting: Webdocks WHY BUY THIS OVER OTHER LISTINGS? Most pre-revenue listings are half-finished ideas. Descriptium is different: Live in production today at descriptium.com Billing set up — not just planned, actually configured Every account under one email — zero migration headaches €10.21/month total overhead — extremely lean to operate 30-day seller support included — you won't be left alone The hard work is done. Auth, billing, AI pipeline, deployment, legal pages, domain, all accounts. The only thing missing is traffic. Serious buyers only. Full documentation available on request.
Next step: <p>The foundation is fully built — the buyer's only job is to drive traffic and acquire users. A few directions to take it further:</p><p><br></p><p>1. Marketing — No marketing has been done at all. The first buyer to run even basic SEO, a few YouTube videos, or paid ads will likely see quick results. The product solves a real pain point for a huge audience of video creators.</p><p><br></p><p>2. Expand the pricing tiers — Add a free plan with limited descriptions per month to drive top-of-funnel signups, then convert to the €8/month Creator plan.</p><p><br></p><p>3. Build a Chrome Extension — A browser extension that generates descriptions directly from YouTube Studio would dramatically increase the addressable market and make the product stickier.</p><p><br></p><p>4. Add an API tier — The Business/API plan is already on the pricing page. A buyer with developer connections could sell API access to agencies and tools that process video content at scale.</p><p><br></p><p>5. Switch Whisper to the OpenAI API — Currently Whisper runs locally on CPU which limits concurrent users. Switching to the OpenAI Whisper API would remove this bottleneck and allow the product to scale without upgrading the server.</p><p><br></p><p>6. Add more platforms — Currently supports YouTube, TikTok, LinkedIn, Instagram. Adding podcast platforms like Spotify and Apple Podcasts would open a new audience of audio creators.</p><p><br></p><p>7. Multilingual support — Whisper supports over 90 languages natively. Adding language selection would open the product to non-English speaking markets with minimal development effort.</p>
For sale
Asking price: $250 USD
What's included
Domain name, Source code, All related data, Email account, All related design work
hole sThe sale includes a direct Webdocks server transfer. The server is currently live and running all 4 Docker services (frontend, backend, Nginx, Certbot). The buyer does not need to set up hosting from scratch — they simply accept the server transfer in their Webdocks account and everything is already running at descriptium.com. Also included: descriptium@gmail.com — the master account that ties everything together. Clerk, OpenAI, and the YouTube channel are all registered under this email. The buyer gets full ownership of everything in one handover. Full source code delivered as a ZIP archive All .env files pre-configured with test keys so the buyer can verify the product works before switching to production keys 30 days of email support from the seller after the sale completes
Reason for selling
I am currently in need of money and would like to sell this project.
Project metrics
Average Monthly Visitors: Pre-launch
Average Monthly Revenue: Pre-revenue
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