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.
The AI + Web Data Convergence Report 2026: How Modern AI Products Depend on Live Web Data Extraction
How 2026 AI products depend on live web data extraction, scraping & RAG — dataset sizes, freshness, and cost of stale data across five AI application categories.
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US B2B Data Demand Report H2 2026: Fields, Accuracy Benchmarks & Budgets Buyers Actually Specify
H2 2026 US B2B data demand: what fields, per-field accuracy targets & budgets buyers actually specify in live web scraping and data extraction project briefs.
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US Used Car Price Scraping 2026: Listing Prices Across CarGurus, Cars.com & AutoTrader
2026 used car price scraping report on US listing prices across CarGurus, Cars.com & AutoTrader - by make, mileage & region, from public web data.
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US Rental Listing Data Scraping 2026: Apartment Rents & Availability by Metro
2026 rental listing data scraping report on US apartment rents & availability by metro - from Apartments.com, Zillow Rentals & more, public web data.
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US Product Review Data Scraping 2026: What Millions of Ratings Reveal
2026 product review data scraping report on US retail - what millions of Amazon, Walmart & Target ratings reveal, from public web data.
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US MAP Price Scraping & Compliance 2026: How Often Online Prices Break MAP
2026 MAP price scraping report on how often US online prices break Minimum Advertised Price - violation rates by channel, from public web data.
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.
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