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Technical whitepapers — methodology, architecture, frameworks
Long-form papers (typically 15–30 pages) on how we build managed scraping pipelines, the technical trade-offs we navigate, and frameworks for evaluating e-commerce data infrastructure decisions. Written for engineering & data leaders.
Papers we're authoring
Each based on real operational experience — not marketing material.
The Trend Intelligence Playbook
Trend intelligence playbook - Etsy, Pinterest, TikTok Shop signal detection. Free 20-page whitepaper from Product Data Scrape.
Pricing IntelligenceThe Cross-Border Pricing Intelligence Playbook
Cross-border pricing intelligence across 40+ countries. Free 22-page global brand strategy whitepaper from Product Data Scrape.
E-CommerceThe Vertical Deep-Dive Intelligence Series
Category-specific intelligence - Pet, Beauty, Alcohol, Pharma OTC, Home Improvement. Free 24-page vertical whitepaper series from PDS.
Demand & Trend IntelligenceThe Science of Demand Reconstruction
Detect suppressed demand from stockout signals. Free demand reconstruction whitepaper from Product Data Scrape - 20 pages.
E-CommerceThe Enterprise Inventory Intelligence Blueprint
Enterprise inventory intelligence - Home Depot, Wayfair, Lowe’s, Amazon blueprint. Free 20-page whitepaper from Product Data Scrape.
Marketplace Seller IntelligenceThe Complete Third-Party Seller Playbook
Complete third-party seller intelligence playbook — Amazon, Flipkart, Noon, Mercado Libre. Free 22-page whitepaper from Product Data Scrape.
E-CommerceThe 2026 MENA E-Commerce Intelligence Report
MENA e-commerce intelligence - Noon, Amazon.ae, Namshi, Saudi Vision 2030. Free 24-page whitepaper from Product Data Scrape.
AI Search & DiscoveryThe AI Search Ranking Playbook for 2026
AI search ranking playbook - Rufus, Perplexity, ChatGPT, Google AIO, Claude. Free 20-page GEO/AEO whitepaper from Product Data Scrape.
Pricing IntelligenceHow to Score Pricing Intelligence Data Quality
Vendor-neutral CPAS framework for scoring pricing intelligence data quality. Download 20-page whitepaper from Product Data Scrape.