Kerem
Strategic Lead, Senkrondata
Kerem leads strategy at Senkrondata, with years of experience in data engineering and market analysis.
12 articles
Articles by Kerem
- Scraping
Price Scraping: How It Works, Legality and Build vs Buy
How price scraping works stage by stage, what the law actually distinguishes, why it is hard at scale, and when to build a scraper versus buy a price feed.
July 30, 202610 min read - General
Comparison Shopping Engines: How They Work and Which Ones Matter
What a comparison shopping engine is, how offers get matched and ranked, which engines matter by region, and how retailers use the same data to track competitors.
July 30, 20269 min read - Analytics
What Is Price Intelligence? Data, Metrics and Use Cases
Price intelligence explained: the 4 data inputs it runs on, the 6 metrics that matter, and how it differs from price monitoring and dynamic pricing.
July 30, 20269 min read - Analytics
What Is MAP Monitoring? Minimum Advertised Price Explained
What MAP (minimum advertised price) means, how it differs from MSRP and RPM, where violations hide, and how to enforce a policy that holds up.
July 30, 202610 min read - Analytics
What Is Digital Shelf Analytics? A Guide for Brands
Digital shelf analytics explained: the KPIs (share of search, availability, price, content, reviews), how the data is collected and normalized, and how brands act on it.
July 23, 20269 min read - Scraping
Building a Scalable Web Scraping Architecture in Python & Go
Learn how to build a scalable, hexagonal architecture for web scraping using Python and Go. Master techniques to bypass PerimeterX & HUMAN Security.
July 10, 202611 min read - Analytics
RAG for Pricing: Enhancing E-commerce AI Models with Real-Time Data Feed
Retrieval-Augmented Generation (RAG) feeds real-time pricing data to LLMs to prevent hallucinations. See how it powers dynamic pricing intelligence.
July 9, 20269 min read - General
What Is Product Matching in E-Commerce? Definition, Methods & Benefits
Product matching pairs your SKUs with identical or similar competitor listings. Learn how it works, why retailers need it, and how AI does it at scale.
May 18, 20263 min read - Analytics
What Is Dynamic Pricing? A Complete Guide for E-Commerce (2026)
What is dynamic pricing and how does it work? Competitor-based rules, the floor price formula, campaign periods and the EU 30-day rule in one 2026 guide.
April 10, 202612 min read - Service
How to Scrape Customer Reviews: Tools, Methods & Use Cases
Customer review scraping collects and structures reviews from marketplaces at scale. Learn the methods, tools and use cases — and how to stay compliant.
March 8, 20263 min read - Analytics
What Is Competitor Price Monitoring? A Complete Guide for Retailers.
Competitor price monitoring is the automated tracking of rival prices, stock and promotions. Learn how it works, what to track, and how to act on the data.
February 14, 20265 min read - Scraping
Data Crawling vs Data Scraping: What's the Difference?
Crawling discovers and indexes pages; scraping extracts specific data from them. Learn the difference, when to use each, and how they work together.
January 11, 20264 min read