START
Phase 1: Data Collection
2 hours (vs 8+ hours)
Aply + JavaScript
50 ads scraped
Phase 2: Video Extraction
30 min (vs 3+ hours)
Python + JSON Parsing
46 videos downloaded
Phase 3: Transcription
45 min (vs 6+ hours)
OpenAI Whisper
4,584 words transcribed
Phase 4: Market Research
1 hour (vs 10+ hours)
Perplexity + Reddit API
Pain points identified
Phase 5: Strategic Analysis
1.5 hours (vs 8+ hours)
Claude AI + Markdown
Gap analysis complete
Phase 6: Video Generation
20 min (vs $5,000+)
Google Veo-3 + Replicate
2 pro videos created
Phase 7: Dashboard
30 min (vs 2+ days)
Next.js + Vercel
/ COMPLETE
Total: 6.5 hours (vs 40+ hours)
Saved: $8,000+ | 83% faster