carflipper.ai
AI Car Deal Finder – Live on Telegram

carflipper.ai is an AI-powered agent that scans thousands of listings across every major marketplace, flags cars that match the best profitable deals in real time, and delivers automatic deal notifications. Users report $3,200 average savings per flip with a 98% satisfaction rate and 24/7 monitoring.
Origin
Son of a 40-year veteran mechanic and brother to a lifelong panel-beater, I grew up surrounded by engines and paint booths. For the past 15 years I have personally bought, restored and resold cars as a private hobby. In 2024 I productised that domain expertise into a production-grade AI agent that now serves dealers and flippers worldwide.
What it does
- Scans thousands of listings across every major marketplace
- Flags cars that match the best profitable deals in real time
- Delivers automatic deal notifications based on defined frequency
- Users report $3,200 average savings per flip
- 98% satisfaction rate, 24/7 monitoring
Live feature set
- AI-powered matching engine
- Instant alerts
- Geographic expansion and segmentation
- Real-time validated market data to help decision taking
- Full Telegram-bot UX (no app install)
Production stack
- Frontend: Next.js App Router + Tailwind
- Orchestration: Redis BullMQ
- Persistence: MongoDB
- LLMs: Parallel OpenAI + Anthropic + Gemini for pricing, data analysis and filtering
- Crawlers: Custom in-house made crawlers with stealth rotation, JavaScript rendering and much more
- Payments: Stripe Checkout
- Observability: Structured JSON logs + Vercel analytics + Railway logs
- One trace ID from crawler → LLM → alert
- Root-cause in < 60 seconds

