Automating the Pain Points of Amazon Ads Management

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Amazon MCP Server: How Seller Labs + Claude Deliver AI-Powered Insights

Amazon sellers have never had more data — yet turning that data into actionable insights has always been the hardest part. Reports, dashboards, and endless spreadsheets can make it feel like you’re swimming in numbers but short on answers.

That’s why Seller Labs created the Amazon MCP Server — a powerful integration that connects your Seller Labs Data Hub directly to Claude AI. With it, you can ask natural-language questions about your business and get instant, data-backed answers — no exports or manual digging required.

The Big Problem It Solves

Every Amazon seller knows the feeling: drowning in reports, yet still unsure where the next best decision lies.

You can access every metric imaginable — ad spend, FBA fees, returns, keyword performance — but the insight you need always seems buried under another spreadsheet or dashboard filter.

That gap between data and clarity costs sellers time, focus, and profit.

The Amazon MCP Server bridges that gap. It transforms your Seller Labs data into an AI-ready format, so tools like Claude can instantly surface the exact insights you need — without you ever leaving the conversation.

A New Era of Amazon Insights Starts Now

If you’ve ever spent hours digging through Amazon reports, spreadsheets, and dashboards just to find one number—you’re not alone.

Top sellers often say the same thing:

“The biggest bottleneck for scaling isn’t data—it’s getting insights from it fast enough.”

That’s exactly what the Amazon MCP Server solves.

With Seller Labs’ new MCP Server, you can connect your Seller Labs Data directly to Claude AI, and ask questions in plain English—getting instant answers pulled straight from your Seller Labs data.

Watch it in action: What the MCP Server Can Do
Learn how to connect Claude via the Data Hub: Step-by-Step Tutorial

From Data Overload to AI-Powered Clarity

For years, Amazon sellers have been data-rich but insight-poor. Now, with the MCP Server, that changes—because you can talk to your data.

Ask Claude:

• “Which products had the best profit margin last quarter?”
• “What ad campaigns wasted the most spend last week?”
• “How did my FBA fees change month-over-month?”
• “Which SKUs are trending down that I should stop restocking?”

No more downloading. No more waiting. Just instant, data-backed clarity that fuels better decisions.

How Leading Sellers Are Already Using MCP

1. Spot Profit Leaks Instantly

Identify wasted ad spend with a simple question:

“Show me SKUs with high ad spend but low conversions this month.”

Claude instantly surfaces where you’re losing money — and where to reinvest.

2. Automate Trend Tracking

Top brands track their ASIN velocity daily.

“Give me a daily summary of my top ASINs by sales growth.”

No more reports or waiting — just daily clarity.

3. Stay Ahead of Fee Changes and Algorithm Shifts

When Amazon adjusts fees or algorithms, timing matters.

“Which of my listings lost the Buy Box this week?”

Claude provides real-time visibility before small problems become costly ones.

Proven Strategies You Can Try Today

• Ad Optimization
  • “Which keywords spent over $100 but didn’t convert last week?”
• Inventory Forecasting
  • “Which SKUs will run out in 14 days based on current trends?”
• Review Monitoring
  • “Show me products that dropped below 4 stars this month.”
• Profit Recovery
  • “Which SKUs have the highest FBA fees compared to sales price?”
• Product Growth Analysis
  • “What products show 20%+ MoM growth?”

Each of these prompts can save hours of manual digging—and uncover thousands in missed opportunities. These strategies show just how powerful real-time answers can be—but the real advantage comes from why this shift to AI matters right now.

Why This Matters Now

Amazon’s marketplace is changing faster than ever—and the gap between data and decision-making is where most sellers fall behind.

The top performers aren’t waiting for quarterly reports; they’re already using AI to make faster, more confident moves.

AI isn’t a “nice-to-have” anymore—it’s the new competitive edge. It turns guesswork into clarity, and reaction into strategy.

With the MCP Server, you bring that same power directly into Seller Labs—giving Claude the ability to surface insights that help you act before the market shifts.

Getting Started with the Amazon MCP Server

Connecting your Seller Labs Data Hub to Claude only takes a few minutes. You’ll need a Claude Pro account (purchased separately), and then you can follow the guided setup within Seller Labs.

• Watch: What the MCP Server Can Do

• Watch: How to Connect to Claude via Seller Labs

Both videos walk you through the real setup and use cases, so you can start asking smart questions right away.

Why Seller Labs Built the Amazon MCP Server

At Seller Labs, our mission has always been clear: help Amazon sellers turn data into action.

From Sponsored Ads to Feedback tools to now AI integration, the MCP Server is the next step in that evolution. It empowers sellers to do what used to require analysts, dashboards, and hours of time—in just one conversation with Claude.

“Claude doesn’t replace you. It empowers you. It gives you back time—and turns your data into answers that actually move the needle.”
— Seller Labs

Final Takeaway: Don’t Just Track Your Data—Talk to It

The Amazon landscape is moving faster than ever, and your data should move just as fast.

With the Amazon MCP Server, your Seller Labs account becomes an intelligent, interactive conversation. Ask, learn, and act — all powered by Claude AI and backed by the trusted Seller Labs Data Hub.

FAQ: Amazon MCP Server

For more frequently asked questions, visit the full FAQ section on our Amazon MCP page.

Related Blogs

• AI Tools for Amazon Sellers: How to Sell Smarter in 2025
  Discover how AI-powered tools are transforming how sellers analyze data, optimize ads, and make faster business decisions.
• Amazon Reporting Automation: Seller Labs Data Hub
  Learn how automated reports from Seller Labs simplify analytics and help you identify trends without manual effort.
• Master Amazon Inventory Like a Pro in 2025 with Seller Labs
  Explore data-driven methods to master inventory management and keep your top ASINs performing profitably.
• How to Maximize Your Amazon Ad ROI with Data-Driven Strategies
  Use analytics-backed insights to reduce wasted spend and boost ad performance on Amazon.
• What Is Seller Labs? – The All-in-One Amazon Growth Engine for Sellers Who Want to Scale Smarter
  Get a complete look at how Seller Labs’ suite of tools integrates data, automation, and AI to support Amazon sellers’ growth.

The post Amazon MCP Server: How Seller Labs + Claude Deliver AI-Powered Insights appeared first on Seller Labs: Amazon Seller Software and Platform.

How to Calculate Your Market Share on Amazon

Your Amazon market share matters more than you think.

 

We all know that Amazon is worth a significant amount of money―$2.367 trillion, to be exact. This makes Amazon the second-richest company in the world, followed by Walmart.

 

As an Amazon seller, do you wonder how much of an influence you have on Amazon’s wealth and success? This is your Amazon market share. Not only is knowing this beneficial, but you can calculate it yourself. 

 

Unlike other metrics, determining your Amazon market share requires more than a simple formula. You’ll need to have specific information on your sales figures and the profitability of your overall category.

 

 

Why Calculating Market Share Is Important

Over 2.64 billion people shop online. While eCommerce companies can sell a myriad of products, the most popular categories include electronics, clothing/accessories, and beauty/self-care.

 

Knowing your market share is more than a figure of success on Amazon. You’ll know the bigger picture of how you stand among the competition.

 

You can calculate it within your category. Understand that this isn’t information you can gauge from sales alone; you’ll also need to calculate the profitability of your selling category (or categories). 

 

If you’re profitable in your category, you’re more competitive and hold a more substantial market share than similar companies. 

 

Knowing your market share is also essential when expanding. Let’s say you sell clothing and want to expand to beauty. If you already have a strong prescence in apparel, it’s likely that you’ll also be successful selling beauty products. 

 

How to Calculate Market Share

The better market share calculator you can rely on is yourself. Here’s how to discover your overall influence on Amazon and your category, as well as your place among the competition.

 

Get Your Sales Numbers

While your sales figures won’t say everything about your market share, they are still the first step. If you don’t know your sales, several tools are available to help you. You can find your sales reports on Seller Central, or you can use a third-party tool.

 

For best results, use an estimate of your monthly sales. If you sell in multiple categories, you can separate your inventory to get figures for each category, or you can also look at the numbers for your best-selling category.

 

There are similar metrics that you can also use. Examples include conversion rate, keyword share, and sales rank. Don’t use percentages―you’ll need raw numbers for the next few steps.

 

Estimate Growth

Next, calculate your estimated growth, ideally for your category. 

 

How can sellers estimate their sales projections? This is where AI in eCommerce comes in. Sales estimators use intent data to gauge your monthly revenue, comparing this figure to future trends and past sales periods, to estimate future growth.

 

Sellers can use Amazon’s Revenue Calculator to estimate this amount. There are also numerous sales estimators available online, many of which are free to use.

 

Niche Profitability

Before you can find your overall market share for your category, first start by researching the profitability of your niche. 

 

Many eCommerce websites will list category profitability for free, though you can also find this information on Amazon, Quora, Reddit, and Google Trends. It’s also worth checking any websites or sources in your niche.

 

Calculate Market Share

Once you have your averages, you can calculate your market share. 

 

First, start with your market share in your category. Begin by examining the percentage of sales in a category in relation to its profitability. Divide your sales by the industry’s total sales. Remember to use the same period for both, i.e., monthly sales figures. 

 

Once you divide these figures, calculate the percentage. That’s your market share for the category.

 

To find your Amazon market share, do the same step, except for Amazon’s monthly figures compared to your own. Turn that figure into a percentage to find your Amazon market share.

 

 

How to Improve Your Amazon Market Share

Improving your influence on Amazon boils down to one thing: increasing sales. Sellers can achieve this by enhancing their marketing, exploring supply chain solutions, and optimizing their business operations.

 

Marketing Personalization

41% of retail stores report having some form of personalization on their platforms. There are many ways that eCommerce companies can implement marketing hyper-personalization. Popular examples include virtual try-ons and AI stylists.

 

Scale Your Business

Another way AI can improve your profitability is by scaling your business in various ways. 

 

Sellers can utilize AI to optimize inventory management and predict future sales and busy periods. AI can also help sellers perform routine tasks, such as posting on social media, managing ad campaigns, updating shipping statuses, and even sending email updates (like review reminders).

 

Improve Your Supply Chain

Your backend operations can make or break your business. Many of the aspects mentioned previously are part of your supply chain. In addition, the way you produce or supply your products and the fulfillment method you use can also impact your sales more than you think.

 

Do You Need Help?

Your market share may seem insignificant compared to other metrics. In reality, it shows how competitive you are and where you stand in your niche. If you need to improve, the key is increasing sales. Follow our advice to make your business more efficient and satisfy your customers.

 

Another way to increase your market share is by partnering with an eCommerce agency. An expert consultant can assess the profitability and size of your niche, as well as analyze the competition to identify growth opportunities.

 

The post How to Calculate Your Market Share on Amazon appeared first on AMZ Advisers.

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Fee Audits: How To Uncover Hidden Costs And Boost Profits

Amazon is a powerful platform for growing your business, but it’s also full of hidden fees that can quietly chip away at your profits. 

That’s why regular fee audits matter. They help you catch overcharges, plug profit leaks, and claim money that’s rightfully yours. 

In this guide, we’ll walk you through how to audit your Amazon fees step by step, so you can stop losing money and start boosting your bottom line with confidence.

Why Amazon Fee Audits Matter 

Amazon’s fee structure is constantly shifting beneath the surface. While they announced no increases to US referral and FBA fees for 2025, other costs are quietly climbing. Inbound placement fees now average $0.27 per standard unit and $1.58 for bulky items, charged 45 days after receipt, and Multi-Channel Fulfillment fees increased 3.5% this year.

The timing couldn’t be more critical with Q4 approaching. Peak season surcharges run from October 15, 2025, through January 14, 2026, stacking on top of your regular fees during the busiest selling period. Plus, Amazon slashed the reimbursement claim window from 18 months to just 60 days, meaning any errors you miss are gone forever after two months.

Regular fee audits ensure your pricing strategy and inventory decisions still make sense under Amazon’s evolving fee structure. Without them, you’re essentially flying blind into peak season, risking your margins when every dollar counts most.

The Fee Categories You Must Monitor

Beyond the obvious referral and FBA fees, dozens of smaller charges can quietly drain your profits if left unchecked. Here are the critical fee categories that deserve your immediate attention during every audit cycle.

1. Referral Fees

While Amazon didn’t raise referral fees for 2025, category mapping errors can still cost you big. Verify each ASIN’s category assignment matches its actual referral rate (8-15% depending on category). Even a single misclassified product can mean paying thousands more than necessary across high-volume SKUs.

2. FBA Fulfillment Fees

These fees depend on accurate size tiers and weights, so confirm your products’ dimensions haven’t been miscalculated. Check if your packaging is pushing items into a higher tier unnecessarily. Even half an inch can bump you to the next fee level, cascading into thousands in extra costs.

3. Storage and Aged-Inventory Surcharges

Monthly storage fees vary by season, with aged-inventory surcharges hitting items stored over 365 days. Amazon takes snapshots on the 15th of each month to assess these fees. Time your inventory movements around these dates to avoid jumping into higher fee brackets.

4. Multi-Channel Fulfillment (MCF)

MCF fees increased 3.5% in 2025 and follow different schedules from regular FBA. If you’re fulfilling Shopify or Walmart orders through Amazon, these higher rates need to be reflected in your off-Amazon pricing. MCF typically costs 30-50% more than standard FBA fulfillment.

5. Promotional and Advertising Fees

Amazon increased coupon and Lightning Deal fees this year, making it crucial to track actual return on ad spend. If your audit shows strong coupon usage but weak conversion lift, you’re essentially paying Amazon to discount your products. Reserve promotions for products with proven offer-to-conversion rates.

6. Reimbursements and Claims

Amazon should reimburse you for lost, damaged, or incorrectly processed inventory, but these reimbursements aren’t automatic. With only 60 days to file claims (down from 18 months), missing this window means permanently losing money. Track inventory discrepancies, return errors, and fulfillment mistakes systematically.

Critical Areas Where Money Leaks Occur

Tired of discovering fees you didn’t know existed? You’re not alone – even pro sellers get blindsided by Amazon’s complex fee structure. Here are the profit killers that most miss until it’s too late: 

1. The Vanishing Inventory Problem 

Lost and damaged inventory, inbound shipment discrepancies, and mishandled removal orders happen daily across Amazon’s fulfillment network. Your products disappear during receiving, get damaged in storage, or simply vanish between warehouses. 

Amazon does reimburse sellers for lost or damaged inventory, but here’s the catch: They rarely reimburse the full amount, and you have to catch these errors yourself within 60 days.

2. Size and Weight Miscalculations

Amazon’s system sometimes records your product dimensions incorrectly, instantly bumping you into a higher fee tier. For large bulky items, fees are calculated based on the greater of dimensional weight or actual weight. 

A pillow measured while compressed gets charged as if it’s always fully expanded; suddenly, your $2 fulfillment fee becomes $5, multiplied across thousands of units.

3. The Returns Processing Mess 

When customers return items, you might get charged refund administration fees up to 20% of the referral fee or $5. But that’s just the start: Products often come back in perfect condition yet get marked “unsellable,” sitting in limbo while you pay storage fees. 

Sometimes Amazon processes refunds but never actually receives the returned item, and you pay the price unless you catch it.

4. Surprise Prep and Labeling Charges 

Unplanned service fees occur when inventory arrives at fulfillment centers without proper labeling or packaging. Your supplier forgets poly bags, barcodes aren’t scannable, or boxes arrive damaged. Suddenly, you’re paying $0.30 to $2.00 per unit for Amazon to fix problems you didn’t create! 

These prep and labeling fees are particularly painful because they’re completely avoidable with proper preparation.

A Step-by-Step Fee Audit You Can Run Monthly

Running a thorough fee audit doesn’t have to be overwhelming. Break it down into manageable chunks and tackle each area systematically. Here’s a proven monthly audit process that catches the most common (and costly) fee issues before they compound.

Step 1: Calculate Your True Profit Per Product

Pull your last 30-90 days of sales data and calculate actual profit for each SKU. Start with net revenue (price minus promotions), then subtract referral fees, FBA fulfillment costs, storage charges, and any MCF or inbound placement fees. 

This gives you the real per-unit profit after Amazon’s entire fee stack; often a sobering number that’s much lower than expected.

Step 2: Verify Size Tiers and Dimensions

Incorrect measurements are profit killers that compound across every unit sold. Compare your products’ actual specs against Amazon’s recorded dimensions and size tiers. 

If something looks off, request a re-measurement with photo proof. Dropping even one tier can save hundreds per month on high-volume items.

Step 3: Track Inventory Age Before Surcharges Hit

Since aged-inventory surcharges kick in for items stored over 365 days, map out which ASINs are approaching danger zones. Amazon takes snapshots on the 15th of each month, so schedule removals or run clearance promotions before that date. Missing this window by even a day triggers fees for the entire month.

Step 4: Hunt for Missing Reimbursements

Run a returns report comparing customer refund dates against when items were actually returned to Amazon. Look for refunds without returns, damaged items marked unsellable, and lost inventory during receiving. With only 60 days to file most claims, you need to catch these fast or lose the money forever.

Step 5: Audit Your MCF Pricing Strategy

MCF fees increased 3.5% in 2025, and peak surcharges apply from October 15 through January 14. Confirm your Shopify or website pricing covers these higher costs. If margins are too thin, consider switching slow movers to a cheaper 3PL or adjusting which products qualify for MCF fulfillment.

Step 6: Evaluate Promotional Performance

Pull performance metrics for every coupon and Lightning Deal. Look at conversion rates, incremental revenue, and actual ROAS. With Amazon’s increased promotional fees in 2025, many coupons now cost more than they generate in revenue. Cut underperformers and focus promotions only on products with proven conversion lift.

High-Leverage Fixes to Reduce Amazon Fees Fast

Even if you can’t control every fee Amazon throws your way, there are smart, immediate actions you can take to reduce costs. These quick wins are based on common areas where sellers often lose money without realizing it. Here’s how to plug the leaks and start recovering profit right away:

Optimize Packaging to Drop a Size Tier

Right-sizing your packaging isn’t just good for shipping; it can shift your product into a lower FBA size tier. Even small reductions in dimensions can significantly reduce fulfillment fees across hundreds or thousands of units.

Once you update the packaging, double-check your size tier and confirm the change is reflected in Seller Central to ensure savings show up in the next settlement cycle.

Time Inventory Moves Before the 15th

Amazon takes a snapshot of your inventory on the 15th of each month to calculate aged-inventory surcharges. That means timing matters.

Run removal orders, promote slow sellers, or run outlet deals before that cutoff to avoid paying higher storage fees on aging stock.

Tighten Your Returns Triage

Returns are one of the most common profit leaks. Set up a weekly system to review:

• Refunds issued but no item returned
• Unsellable returns that weren’t reimbursed
• Items damaged at fulfillment centers (FCs)

Make sure to file claims within Amazon’s reimbursement windows. Waiting too long means you may lose the chance to recover funds.

Re-Price or Re-Channel Slow Movers

If you’re losing money on storage or aged-inventory fees, take action:

• Lower the price to move stock faster
• Bundle slow SKUs with high-performers
• Switch fulfillment from FBA to FBM or a 3PL if it makes more financial sense

This is especially important in Q4, when peak rates and surcharges can make slow movers even more costly to keep in storage.

Be Selective With Coupons

Promotions like coupons and Lightning Deals can boost conversions, but they also come with rising fees. In 2025, Amazon increased promo-related costs, so it’s essential to be strategic.

Only use coupons when they actually improve sales and profitability, such as during launches or seasonal events. Otherwise, turn them off and reinvest that budget.

Transform Fee Audits Into Competitive Advantage

You can’t control every Amazon fee, but you can control whether they catch you off guard. A disciplined monthly audit process will uncover profit leaks before they compound into serious losses. Start with your top 20% revenue SKUs, fix the obvious leaks (size tiers, reimbursements, aged stock), and then roll the process across your catalog.

Ready to take control of your Amazon fees? Seller Candy’s experts know where hidden costs hide and how to get your money back. We’ll walk through your account, highlight profit leaks, and show you exactly how our team can recover lost revenue and protect your margins.

The post Fee Audits: How To Uncover Hidden Costs And Boost Profits appeared first on Seller Labs: Amazon Seller Software and Platform.