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For Developers
iconWeb Scraping APIREST API. JSON output, retailer-aware endpoints, auto-retry.AmazonWalmartInstacart
Managed Service
iconScraper as a ServiceCustom-built managed scrapers. We build, run, monitor.FlipkartBigbasketJioMart
Ready-to-Use Data
iconReady DatasetsPre-built datasets you can download today.ShopeeCarrefourWaitrose Liquor
Which one for you?

API — engineers, self-serve.

Scraper Service — built & run for you.

Datasets — data now, no setup.

Talk to sales →
Commerce Intel
Competitor Price MonitoringPricing IntelligencePrice MonitoringPrice ScrapingAssortment AnalyticsPromotion & Deal IntelPricing StrategiesGeo / Store Pricing
Digital Shelf
Share of SearchContent AuditAssortment & AvailabilityPricing & PromotionsMarket Share AnalyticsRatings & ReviewsPrice SkimmingOut-of-Stock MonitoringRetail Media Intel
Brand Protection
MAP MonitoringMAP ViolationsMAP / RRP ComplianceCounterfeit DetectionUnauthorized SellersProduct MatchingMarketplace IntelCompetitive PricingPrice Elasticity
Quick Commerce
Q-CommerceHyperlocal PricingBlinkit ScrapingZepto PricingSwiggy InstamartDark Store InventoryStockout MonitoringPromotion TrackingGlobal Q-Comm
EmergingNEW
Real-Time PricingHourly refreshNEWSocial CommerceTikTok Shop, LiveNEWAI Training DataFor LLM/MLNEWESG & SustainabilityCSRD complianceNEWResale Market IntelThredUp, RealRealNEWMarketplace Seller IntelCatalog EnrichmentDemand & TrendAI Shelf VisibilityAll Solutions →
Generalist
E-CommerceQ-Comm & FMCG
FMCG & Food
GroceryAlcohol & LiquorRestaurant MenuPharmaBeauty Data
Lifestyle
FashionElectronicsHome AppliancesToys & GamesBaby ProductsPet SuppliesJewelry
Home & Outdoor
FurnitureHome & KitchenTools & DIYGardenSportsAutomotive
Specialty
Office SuppliesBooks & MediaIndustrial B2B
Emerging NEW
Resale / Second-Hand$77B marketNEWRefurbished ElectronicsBack MarketNEWAll 27 industries →
Global
Amazon13+ marketplacesWalmartUS, CA, MXWoolworthsAustralia
India
FlipkartFSN, F-AssuredMyntraFashionMeeshoTier 2/3
Quick Commerce
BlinkitPincode-levelZeptoIntra-day repriceSwiggy Instamart
EmergingNEW
TikTok Shop$15.82B GMVNEWTemu$20B+ EU 2026NEWWhatnotLivestream leaderNEWResale MarketplacesThredUp, VintedNEW
Primary
🇺🇸 United States🇬🇧 United Kingdom🇮🇳 India🇦🇪 UAE
Other Markets
🇦🇺 Australia🇨🇦 Canada🇩🇪 Germany🇸🇬 Singapore
Emerging NEW
🇸🇦 Saudi ArabiaVision 2030, NoonNEW🇧🇷 BrazilLATAM leaderNEWAll Countries →
Resources
Blog Case Studies Research Reports InfographicsView All Resources →
Comapny
About Career Contact Us FAQs
For Developers
iconWeb Scraping APIREST API. JSON output, retailer-aware endpoints, auto-retry.API DocumentationPricing & PlansGet Started
Managed Service
iconScraper as a ServiceCustom-built managed scrapers. We build, run, monitor.How it worksCustom QuoteCustomer Stories
Ready-to-Use Data
iconReady DatasetsPre-built datasets you can download today.Browse CatalogDataset PricingFree Sample Files
Which one for you?

API — engineers, self-serve.

Scraper Service — built & run for you.

Datasets — data now, no setup.

Talk to sales →
Commerce Intel
Competitor Price MonitoringPricing IntelligencePrice MonitoringPrice ScrapingAssortment AnalyticsPromotion & Deal IntelPricing StrategiesGeo / Store Pricing
Digital Shelf
Share of SearchContent AuditAssortment & AvailabilityPricing & PromotionsMarket Share AnalyticsRatings & ReviewsPrice SkimmingOut-of-Stock MonitoringRetail Media Intel
Brand Protection
MAP MonitoringMAP ViolationsMAP / RRP ComplianceCounterfeit DetectionUnauthorized SellersProduct MatchingMarketplace IntelCompetitive PricingPrice Elasticity
Quick Commerce
Q-CommerceHyperlocal PricingBlinkit ScrapingZepto PricingSwiggy InstamartDark Store InventoryStockout MonitoringPromotion TrackingGlobal Q-Comm
EmergingNEW
Real-Time PricingHourly refreshNEWSocial CommerceTikTok Shop, LiveNEWAI Training DataFor LLM/MLNEWESG & SustainabilityCSRD complianceNEWResale Market IntelThredUp, RealRealNEWMarketplace Seller IntelCatalog EnrichmentDemand & TrendAI Shelf VisibilityAll Solutions →
Generalist
E-CommerceQ-Comm & FMCG
FMCG & Food
GroceryAlcohol & LiquorRestaurant MenuPharmaBeauty Data
Lifestyle
FashionElectronicsHome AppliancesToys & GamesBaby ProductsPet SuppliesJewelry
Home & Outdoor
FurnitureHome & KitchenTools & DIYGardenSportsAutomotive
Specialty
Office SuppliesBooks & MediaIndustrial B2B
Emerging NEW
Resale / Second-Hand$77B marketNEWRefurbished ElectronicsBack MarketNEWAll 27 industries →
Global
Amazon13+ marketplacesWalmartUS, CA, MXWoolworthsAustralia
India
FlipkartFSN, F-AssuredMyntraFashionMeeshoTier 2/3
Quick Commerce
BlinkitPincode-levelZeptoIntra-day repriceSwiggy Instamart
Emerging NEW
TikTok Shop$15.82B GMVNEWTemu$20B+ EU 2026NEWWhatnotLivestream leaderNEWResale MarketplacesThredUp, VintedNEW
Primary
🇺🇸 United States🇬🇧 United Kingdom🇮🇳 India🇦🇪 UAE
Other Markets
🇦🇺 Australia🇨🇦 Canada🇩🇪 Germany🇸🇬 Singapore
Emerging NEW
🇸🇦 Saudi ArabiaVision 2030, NoonNEW🇧🇷 BrazilLATAM leaderNEWAll Countries →
Resources
Blog Case Studies Research Reports InfographicsView All Resources →
Comapny
About Career Contact Us FAQs
Get sample data →
Resources · Research Reports

Research reports on e-commerce data trends

Quarterly deep-dives drawn from our managed scraping operations across 500+ retailers in 6 countries. Pricing dynamics, MAP enforcement, quick-commerce growth, marketplace shifts — with real numbers, no fluff.

In the pipeline

Reports we're working on

Topics we're researching from our operational data right now.

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Amazon Fresh Assortment & Pricing Report 2026 - Price Tier Mapping, Competitive Benchmarking, and Retail Margin Dynamics

Amazon Fresh Assortment & Pricing Report 2026 analyzes pricing trends, assortment strategy, and grocery category shifts in online retail industry.

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Saudi Arabia Grocery Pricing Report 2026 - Comprehensive Retail Basket Comparison Across Lulu, Othaim, Panda, Tamimi, and Danube Supermarkets

Saudi Arabia Grocery Pricing Report 2026 analyzes retail pricing trends across Lulu, Othaim, Panda, Tamimi, and Danube with market insights.

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Multi-Market Grocery Price-Comparison Report 2026 - Australian Indie Grocery Price-Comparison, NZ, UK, US Retail Pricing Trends and Insights

Explore Multi-Market Grocery Price-Comparison Report 2026 with insights across Australia, NZ, UK, and US grocery pricing and trends.

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Australian Grocery Price & Promotion Trends Report 2026 - Insights into Real-Time Data Scraping for Business Decision Making

Explore Australian Grocery Price & Promotion Trends Report 2026 with insights on pricing shifts, promotions, and retail market behavior.

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US Grocery Pricing & Promotions Report 2026 - Real-Time Insights into Retail Pricing Shifts and Promotion Strategies

Explore US Grocery Pricing & Promotions Report 2026 with insights on pricing trends, discounts, and evolving supermarket promotion strategies.

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Carrefour Ecommerce Product Data Scraping for Competitive Retail Intelligence and Market Trend Analysis

Track pricing, promotions, inventory, and product trends with Carrefour Ecommerce Product Data Scraping insights for retail growth.

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Resolving Seller & Product Tracking Issues with Lazada Thailand & Malaysia Ecommerce Product Data Scraping

Lazada Thailand & Malaysia Ecommerce Product Data Scraping helps businesses collect pricing, seller, and product insights for smarter decisions.

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Superdrug Health & Beauty Data Scraping - Digital Shelf Analytics, Promotions & Beauty Market Insights

Superdrug health & beauty data scraping helps track prices, stock, promotions, and product trends for smarter retail insights.

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Albertsons Grocery Delivery Scraper API - Market Intelligence, Inventory Monitoring, and Grocery Retail Benchmarking

Costco Alcohol & Liquor Price Data scraping helps brands track pricing, promotions, inventory trends, and competitor insights.

Read More
More from resources

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Blog

Short-form posts on e-commerce data, pricing, MAP, q-commerce.

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Hub

Case Studies

Real client outcomes — recoveries, cost savings, share gains.

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Hub

Whitepapers

Long-form papers on methodology & technical depth.

Whitepapers →
Hub

Infographics

Visual summaries of pricing & marketplace trends.

Infographics →

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