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LATEST → How we scraped 500K grocery SKUs in 48 hours — read the breakdown Read now
LIVE → Real-time scraping APIs with 99.9% uptime SLA
New grocery & FMCG datasets updated daily
FREE → Download sample datasets — no credit card required Get yours
Serving 45+ countries — AI-powered, enterprise-grade data
E-Commerce · Retail · Price Intelligence

Fashion Retailer Cuts
Repricing Lag from
7 Days to 2 Hours

A global fashion group operating across 18 countries was losing margin every week because competitor price changes took 7 days to reach their pricing team. DataGators built a fully automated price intelligence pipeline that closed the gap in 3 weeks.

Global Fashion Group
Client
18 Countries
Operating Regions
340,000
SKUs Monitored
Anonymised
NDA Protected

The Problem

The client operated across 18 countries selling fashion, footwear, and accessories through both owned e-commerce and third-party marketplaces including Zalando, ASOS, and Amazon. Their pricing team was manually checking competitor prices using a combination of browser plugins and spreadsheets — a process that took a full week to complete one cycle across all markets.

By the time pricing decisions were made, the competitive landscape had already shifted. Promotions were being missed. Margin was eroding on hundreds of bestselling SKUs because competitors had moved first.

  • 7-day repricing lag against competitors running hourly updates
  • No coverage of marketplace-specific pricing variations
  • Manual process covering only 12% of total SKU catalogue
  • Zero visibility into competitor promotional calendars
  • Pricing team spending 60% of their time on data collection, not decisions

What DataGators Built

Following a 30-minute discovery call, DataGators scoped and delivered a full price intelligence pipeline within 21 days. The solution covered 340,000 SKUs across 14 competitor websites and 4 marketplaces in 18 countries — updated every 2 hours.

  • Custom scrapers built for 14 direct competitor sites and 4 marketplaces
  • Product matching engine using EAN codes, images, and title similarity
  • Price, availability, and promotion tracking per SKU per market
  • Structured output delivered as JSON to their existing pricing platform via API
  • Automated alerts triggered when any competitor moved price by more than 5%
  • Historical 90-day price trend data backfilled for baseline analysis
Within two weeks of going live, our pricing team reclaimed 60% of their time. They stopped collecting data and started making decisions. The ROI was visible before the first invoice arrived.
SR
S. Rodrigues
Head of Pricing Strategy · Global Fashion Group

The Results

Within 90 days of go-live the client reported measurable commercial outcomes across all 18 markets. The pricing team went from reactive to proactive — catching competitor promotions within 2 hours instead of 7 days.

£2.3M
Revenue recovered in 90 days through faster repricing decisions
2hr
Competitor price update cycle — down from 7 days
340K
SKUs monitored 24/7 across 18 countries and 4 marketplaces
60%
Reduction in time pricing team spent on data collection
99.1%
Data accuracy rate across all scraped sources
3 weeks
From discovery call to full pipeline in production

Technology Stack

The pipeline was built on DataGators' proprietary crawling infrastructure with residential proxy rotation across all 18 markets, headless browser rendering for JavaScript-heavy product pages, and AI-powered product matching to handle variations in titles, sizes, and colour naming conventions across regions.

  • Headless Chromium crawlers with adaptive rate limiting per domain
  • Residential proxy pools with country-specific IP allocation
  • AI product matching with 97.4% accuracy on cross-retailer SKU pairing
  • Real-time JSON delivery via REST API with webhook support
  • Monitoring dashboard with custom alert thresholds per market

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