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Digital Shelf Insights
9 minute read

Top-Selling Pet Products on Amazon: Categories, Prices, and Brands on the Digital Shelf

Digital Shelf Insights
11 minute read

Dawn Dish Soap Retail Comparison: Inside Dawn’s Split Shelf on Walmart and Target

Digital Shelf Insights
10 minute read

Charmin Marketing Strategy: The Softest Sell on Walmart’s Digital Shelf

Digital Shelf Insights
9 minute read

Recess Product Analysis: What the Digital Shelf Reveals About the Functional Beverage Brand’s Retail Strategy

Product Announcements
4 minute read

MetricsCart Introduces Voice of Customer Reports to Help Brands Decode Shopper Sentiment and Review Insights

Latest Digital Shelf Notes

A Quick Look on Digital Shelf & E-Commerce Insights

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Ratings & Reviews
8 minute read

How to Do E-Commerce Review Analysis Using AI: Methods, Steps, and Tools

Learn how AI review analysis for e-commerce works, the core techniques brands use, and a step-by-step process to turn customer reviews into decisions.

Thought Leadership
3 minute read

Beyond the Tactical Fluff: How Women-Led Innovation and Digital Shelf Intelligence Are Reshaping CPG

From femtech to functional wellness, women-led consumer brands are disrupting CPG. Learn how digital shelf analytics keep their products in stock.

Thought Leadership
6 minute read

Beverage Brands on Amazon: What Price Health Data Reveals About Margin Erosion

Is winning the #1 Bestseller badge draining your P&L? Learn how Monster Energy, Alani Nu, and Core Power defend their Amazon beverage listings.

Ratings & Reviews
9 minute read

How to Do Sentiment Analysis for EU Customer Reviews: A Step-by-Step Guide

Sentiment analysis in EU customer reviews requires more than translation. Brands need to analyze multilingual feedback, understand cultural context, and turn customer opinions into actionable insights.

E-Commerce
13 minute read

Brand Protection Post AI: How to Safeguard Your Brand in the Age of AI Search, LLMs, and Agentic Commerce

Learn the new rules of brand protection post-AI. See how AI review manipulation, unauthorized sellers, & agentic commerce impact your P&L and brand reputation.

MAP
9 minute read

Why is MAP Monitoring Essential for Competitor Price Tracking?

Most brands are still guessing what customers want. Zero-party data changes that. Here is everything you need to know about collecting and using it effectively.

Ratings & Reviews
8 minute read

AI Review Analysis: How AI Reads Customer Reviews Across Every Retailer

What AI Review Analysis is, how it differs from sentiment analysis, and what brands can extract from customer reviews in 2026.

Retail
16 minute read

Inside Carrefour’s Marketing Strategy: How Europe’s Largest Grocer Competes on Price, Private Labels, and AI

Carrefour's marketing strategy explained: the 2030 store expansion plan, pricing offensive, private label engine, AI commerce, and what CPG brands need to know.

Digital Shelf Analytics
10 minute read

11 Must-Track Digital Shelf Metrics: The Complete Guide to Measuring Ecommerce Performance

Digital shelf metrics help brands measure the factors that drive ecommerce success, from product visibility and content quality to pricing, availability, and customer feedback.

MAP
10 minute read

How Unauthorized Sellers Bypass MAP Pricing (And How to Stop Them)

Discover the most common MAP violations, why they go undetected, and how brands can stop them with real-time monitoring.

Product Announcements
3 minute read

MetricsCart Introduces MAP Compliance and Buy Box Report to Support Brands Against Online Price Erosion

MetricsCart's MAP Compliance and Buy Box Report helps brands protect pricing integrity across Amazon and Walmart by tracking MAP violations, Buy Box ownership, and unauthorized sellers.

Retail
10 minute read

Retail Inventory Management: How Brands Can Track and Fix Product Availability

Learn how product availability monitoring helps brands track stockouts, protect sales, and improve retail inventory management across Amazon, Walmart, and other retailers.

Thought Leadership
12 minute read

Why Beverage Marketers Are Tracking the Wrong Metrics (And the Data They Should Monitor Instead)

Most beverage marketers focus on clicks and ROAS while missing the metrics that truly drive sales. Learn how consumer insights, retail analytics, and review monitoring improve beverage marketing performance.

MAP
11 minute read

How to Tackle MAP violations on Amazon, Walmart, and Google Shopping: A Step-by-Step Guide

Most brands have a MAP policy. Far fewer have an effective MAP enforcement strategy. It is essential for ecommerce teams to know how to tackle MAP violations before they impact revenue and brand value.

Ratings & Reviews
9 minute read

Zero-Party Data Explained: Everything Marketers Need to Know

Most brands are still guessing what customers want. Zero-party data changes that. Here is everything you need to know about collecting and using it effectively.