Amazon Demand Forecasting for Growing Brands: A Practical Framework

Demand forecasting on Amazon is the process of predicting how many units of a product will sell over a given period so a brand can plan inventory, cash flow, and advertising accordingly. For a growing brand, getting this wrong means a stockout can hurt organic visibility and sales momentum, or an overstock bill that eats […]
What 12 Years of Amazon Audits Taught Meliora Marketing

After 12 years of working with Amazon businesses across different sizes and niches, we’ve learned that sustainable growth rarely comes down to one tactic. It comes from understanding how the different parts of an Amazon business work together—from PPC and catalog management to inventory, conversion, profitability, and competitive positioning. We’ve learned these lessons through years […]
Amazon Catalog Architecture: How to Structure Your ASINs for Maximum Ranking and Minimum Cannibalization

Many Amazon brands assume declining rankings, rising advertising costs, or inconsistent sales are caused by poor PPC performance. While advertising can certainly influence visibility, the underlying issue is often rooted in a poorly structured catalog. As brands expand, it’s common to add new products, launch variations, or create listings for different bundles and pack sizes. […]
How to Audit Your Amazon PPC Spend in 60 Minutes

Most Amazon sellers monitor their PPC performance regularly, but metrics alone don’t always reveal what’s actually driving results. When performance starts slipping, it isn’t always obvious where the problem is. Is it an expensive keyword? A search term that’s wasting budget? An outdated bidding strategy? A campaign that’s gradually become inefficient? Without a structured review, […]
Fractional Amazon Manager: When Your Brand Actually Needs One

Amazon often starts as an experiment. A few products launch successfully. Revenue begins to grow. Orders increase month after month. Before long, Amazon became one of the most important channels in the business. Yet many brands reach a point where they realize something is missing. The founder is still making key Amazon decisions between meetings. […]
How Amazon Rufus Is Changing Listing Optimization (And What to Fix First)

There’s a shift happening on Amazon that most sellers haven’t fully caught up with yet. It’s not a fee change or a policy update — it’s a fundamental rewiring of how products get discovered in the first place. Amazon Rufus, the platform’s AI-powered shopping assistant, has quietly moved from curiosity to commercial force. During Amazon’s […]
The Amazon COSMO Algorithm Explained: What Sellers Need to Know in 2026

If you have been selling on Amazon for a while, you have probably noticed that what worked two or three years ago does not carry the same weight today. Keyword-packed titles, bullet points stuffed with search terms, back-end fields crammed to the character limit, the old playbook is losing ground. The reason has a name: […]
Why Your Brand Needs Professional Amazon Account Management Services in the USA

If you’re selling on Amazon in the United States — or thinking about it — you already know the stakes are high. Amazon commands roughly 40% of all U.S. e-commerce spending, and with over 2 million active sellers competing for visibility, the difference between a brand that grows and one that stagnates often comes down […]
Why Most Amazon ASIN Launches Fail (And How to Avoid It)

You found the product. You placed the inventory order. You built the listing. Then, silence. A trickle of sessions, a handful of clicks, zero traction. Sound familiar? The hard truth is that the majority of new ASINs on Amazon never reach page one. They spend weeks burning through ad budget before quietly fading out. And […]
Comprehensive Guide: How to Create a Product Bundle on Amazon (2026 Edition)

Creating profitable product bundles on Amazon is one of the smartest ways to increase your sales, stand out from competitors, and boost your Average Order Value (AOV). As competition rises and customers become more value-driven, sellers who know how to strategically bundle products gain an instant advantage. Whether you’re a private label seller, wholesale seller, […]