AI-Powered Competitive Analysis Workflow

Cuts vs True Classic: 83% Time Reduction, $8,000+ Saved

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

Key Insights Discovered

Cuts targets gift-givers (Father’s Day focus) vs True Classic targets direct users
Major gap: 83% of competitors don’t address post-wash durability concerns
Opportunity: AI-generated videos filled the gap with targeted messaging
Result: Interactive dashboard deployed at competitive-analysis-dashboard.vercel.app