Digital shelf analytics powered by real consumer demand
Go beyond tracking what’s on the shelf. See how your products are performing across retailers and categories and understand what shoppers actually want, so you can focus on what drives results.
Trusted by the best digital brands
Digital shelf monitoring that connects product execution to consumer demand
Fix stock availability gaps
Uncover out-of-stocks, missing listings, and missed purchase opportunities across channels. Focus on resolving issues that most impact demand.
Protect price and margin
Monitor pricing and promos across retailers. Identify where discounting or inconsistencies impact your brand, margins, and competitive position.
Improve content
Spot product gaps to understand why shoppers aren’t engaging. Focus on updates that drive the biggest impact on visibility and sales.
Win high-impact visibility
Track rankings and placements across the digital shelf. Prioritize areas - by retailer, category, or keyword - that drive the most revenue.
How to turn digital shelf insights into action
Availability and out-of-stock
Protect sales with demand-led availability
Track out-of-stock SKUs, missing listings and gaps in purchase visibility across retailers, and prioritize fixes using real shopper demand and behavior - not just shelf-level alerts.
Retail Media
Get more from your retail media spend
Track retail media activity across retailers and competitors, see what’s driving visibility and sales and optimize your spend to improve performance and avoid wasted budget.
Reviews and ratings
Understand what shoppers really think
Monitor ratings and review trends across the digital shelf, use AI to analyze sentiment and group feedback themes, and understand how they influence shopper trust, perception and conversion.
Product content
Produce more consistent, high-quality content
Spot product data gaps and inconsistencies to understand why shoppers aren’t converting, and focus on the updates that have the biggest impact on visibility and sales.
Category Shelf Intelligence
Win high-impact shelf visibility
Track rankings and placements across the digital shelf, and prioritize actions - by retailer, category or keyword - that carry the most shopper demand and revenue potential.
Placements and rankings
Get your products seen first
See where your products appear across search results and categories, understand what’s driving visibility and improve your position in the moments that matter most to shoppers.
Buy Box monitoring
Understand who’s winning the sale
Track who holds the buy box across retailers and marketplaces, including whether 1P or 3P sellers are winning, see when you lose it, and understand how pricing, availability and fulfillment impact ownership and sales.
Built for the teams behind digital shelf performance
Digital shelf backed by best data
More Retail Intelligence use cases and features
FAQs
Digital shelf analytics is the process of tracking and optimizing how products appear and perform across online retailers and marketplaces, including availability, pricing, content, reviews, and search visibility.
Unlike traditional tools that rely only on scraped shelf data, Similarweb combines digital shelf monitoring with real shopper demand and behavior data - so you can understand not just what’s happening, but why it matters.
Digital shelf monitoring tracks key elements like product availability, pricing, content, reviews, and rankings across retailers to ensure consistent execution and identify issues that impact performance.
It helps brands identify gaps in availability, pricing, content, and visibility - so they can improve discoverability, increase conversion, and protect revenue across retailers and marketplaces.
Ecommerce, category management, brand, and retail media teams all benefit from digital shelf analytics to improve execution, optimize strategy, and drive better performance across channels.
Yes, it tracks keyword rankings, placements, and category visibility, helping brands focus on the areas that drive the most traffic and revenue.
By identifying out-of-stocks, missing listings, and lost purchase visibility, brands can prioritize fixes based on real demand and prevent lost sales from availability gaps.
Yes, retailers use digital shelf analytics to monitor how brands execute across availability, content, and pricing within their categories. This helps them identify gaps, benchmark supplier performance, and make smarter assortment and promotional decisions. For teams looking to go deeper, we also offer a dedicated solution for assortment intelligence - designed to drive more visits and sales to your own retail site. To learn more about both options, contact us here.















