Lumina Retail: Dynamic Pricing & Competitor Intelligence Engine

Client: Lumina Retail • Industry: B2B E-Commerce • Delivery Timeline: 2 Weeks • Stack: Python, LangChain, OpenAI API, React, Node.js, PostgreSQL

The Challenge

An e-commerce brand with thousands of SKUs struggled with manual competitor price tracking. By the time human merchandisers adjusted catalog prices, competitors had already captured high-volume search traffic and market share during peak demand hours.

Our Engineering Solution

Falcon Technologies architected an automated competitor scraping pipeline and headless pricing engine:

  • Headless Market Scraper: Distributed scraping workers tracking thousands of competing SKU prices and stock levels hourly.
  • LLM Price Elasticity Engine: Dynamic pricing algorithms adjusting storefront prices automatically based on supplier cost fluctuations, competitor stockouts, and demand peaks.
  • Competitor Intelligence Portal: Real-time dashboard showing pricing trends, margin health, and projected revenue impact.

Measurable Business Impact

  • +18% Profit Margin Improvement: Capitalized on competitor stockouts to maximize margins automatically.
  • 100% Price Automation: Completely eliminated manual merchandising spreadsheet updates.
  • Hourly Market Adaptation: Instant response to marketplace shifts rather than 48-hour delays.