Vivian, Author at MetricsCart

Vivian

Senior Content Writer & Strategist

About

Vivian brings a research-driven lens to digital shelf dynamics at MetricsCart, focusing on review sentiment, pricing evolution, and retail media effectiveness for CPG brands. With over four years of experience across SaaS and e-commerce, she specializes in creating B2B content that bridges retail technology with real business outcomes.

Expertise:

Consumer BehaviorCPG Insights

Articles by Vivian

Digital Shelf Insights
12 minute read

Wearables and Smart Tech Category on Walmart: A Data-Driven Look at Pricing, Assortment, and Customer Reviews

Inside the Wearables and Smart Tech category on Walmart: how 678 SKUs, 197 brands, and 1M reviews shape pricing, assortment, and engagement patterns.

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.

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 Insights
10 minute read

Is Graco a Good Brand? A Data-Driven Look at Graco Baby Products’ Amazon Performance

MetricsCart data findings reveal Graco baby products' pricing architecture, discount discipline, reviews, and the brand's only material-level perception gap.

Retail
14 minute read

Aldi Marketing Strategy Unpacked: What a Discount Grocer Teaches About Brand Growth

How does Aldi marketing strategy fuel its rise as America's fastest-growing grocer? We break down pricing, US expansion, consumer trends, and e-commerce growth.

MAP
13 minute read

MAP Monitoring in Canada: A Complete Guide for Brands

Your complete guide to MAP pricing in Canada. Covers the legalities, MAP policy formulation and enforcement best practices for e-commerce brands in Canada.

Digital Shelf Insights
11 minute read

What’s Medicube’s Marketing Strategy: A Data-Driven Look at the K-Beauty Brand

Into Medicube's marketing strategy: MetricsCart data findings reveal pricing gaps, top sellers, discounts, top review themes, and customer sentiment split.

Ratings & Reviews
14 minute read

Incentivized Reviews in E-Commerce: Definition, Risks, & Best Practices

What are incentivized reviews? Learn the FTC rules, Amazon's policy, and best practices to build a compliant, trust-building review program.

Digital Shelf Analytics
13 minute read

Best Digital Shelf Monitoring Tools in the UK: A 2026 Brand Guide

Your products are live across a dozen UK retailers. But are they actually showing up correctly? Here are the top 5 digital shelf monitoring tools in the UK that tell you exactly what's broken before it costs you.