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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.

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GROCERY · 2026

US Real-Time Grocery Price Data Scraping 2026: How Live Are Walmart, Kroger, Target & Meijer Prices?

2026 report on how live US grocery prices are at Walmart, Kroger, Target & Meijer - price-change frequency, freshness & grocery price data scraping samples.

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FOOD DELIVERY · 2026

US Restaurant Reservation Data Scraping 2026: What OpenTable Availability Reveals by City

2026 restaurant reservation data scraping report - what public OpenTable availability reveals about US dining demand by city, from public web data.

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QUICK COMMERCE · 2026

US Marketplace Price Scraping 2026: Repricing & Volatility Across Amazon, Walmart & SHEIN

2026 marketplace price scraping report on repricing & price volatility across Amazon, Walmart & SHEIN - how often prices change, from public web data.

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FOOD DELIVERY · 2026

US Hotel Rate Data Scraping 2026: OTA Price Variation Across Chains & Cities

2026 hotel rate data scraping report on US OTA price variation - how the same room varies across channels and cities, from public web data.

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GROCERY · 2026

US Grocery Store Location Data Scraping 2026: ShopRite, Smart & Final, Meijer & Regional Chains

2026 store location data scraping report on US grocery footprints - ShopRite, Smart & Final, Meijer & regional chains by region, from public web data.

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GROCERY · 2026

US Grocery Markdown Data Scraping 2026: Food-Waste & Clearance-Pricing Patterns

2026 grocery markdown data scraping report on US food-waste & clearance pricing - how deep markdowns run as expiry nears, from public web data.

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Who reads our reports

Our reports are built for the people who own pricing, assortment and marketplace decisions in US retail and ecommerce.

Pricing managers & analysts
Category & merchandising leads
Ecommerce & marketplace teams
Competitive intelligence teams
Revenue & margin owners
Retail & CPG strategy teams

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.