Research Reports
Data-driven reports on how US retail, marketplace and grocery pricing really behaves - free to download, with charts and methodology.
Our research reports turn the web data we collect every day into market-level findings, with charts and a transparent methodology. Each is free - just tell us where to send the PDF.
Liquor Price Data Scraping: US Same-Bottle Shelf Price Report 2026
Liquor price data scraping report comparing shelf prices for the same spirits and wine bottles across major US chains and states, with promotions, sizes and methodology
Read the report
The 2026 Multi-Country Marketplace Data Scraping Report: Cross-Border Expansion Signals from Real Buyer Briefs
A 2026 report on multi-country marketplace data scraping: Amazon EU/SA, Shopee TW/SG/PH, Mercado Libre LATAM, Kaufland.de, Allegro.pl — cross-border patterns.
Read the report
The 2026 ZIP-Level US Retail Data Scraping Standard: How US Buyers Redefined 'Coverage' This Year
A 2026 report on US retail data scraping: how buyers redefined 'coverage' from chain-average to ZIP-level store-specific across 30+ live buyer briefs.
Read the report
2026 US Grocery Data Scraping Demand Report: App Boom Analysis
A 2026 report on US grocery data scraping: 15+ launching comparison apps, retailer coverage patterns, ZIP granularity, licensing and pilot signals mapped
Read the report
Price Monitoring Economics 2026: Why Marketplace Repricing Data Is Becoming Recurring Revenue
Why marketplace price monitoring & repricing data became recurring revenue in 2026: SaaS economics, cadence tiers, ROI benchmarks and vendor selection.
Read the report
US Sports Betting Data Intelligence Report: The Multi-Sportsbook Odds Economy
How US sports betting analytics products depend on multi-sportsbook odds data scraping: markets, freshness, product categories, and vendor selection guidance.
Read the reportWho reads our reports
Our reports are built for the people who own pricing, assortment and marketplace decisions in US retail and ecommerce.
Frequently asked questions
Yes. Every report is free - enter your name and work email and we will send you the PDF.
All reports are based on publicly available, non-personal web data collected daily and normalised into a consistent structure.
We add new reports through the year. Subscribe to the newsletter to be notified when a new one is published.
Want data like this for your own market?
Tell us the sites and fields you care about, and we will return a validated sample dataset within one business day.
Tell us your sources.
We'll reply within 1 business day
Share the URLs and fields you need. We'll respond with a sample schema, a fast estimate, and a pilot timeline.