Amazon Analytics Tool: How to Turn Scattered Amazon Data Into One Story
Revenue for Copperleaf Kitchen’s best seller, the Milk Frother Duo (B0EXAMPLE1), is down 31% from last month. The monthly meeting is on Thursday. The team needs a reason, not another export. Fewer searches? A lower rank? A stock-out or lost Buy Box? A change in ads or price? The clues sit in separate Amazon reports. None puts them together.
An Amazon analytics tool should help explain that drop. Here’s what each Amazon report tells you, what it leaves out, and how sales, stock, search and costs fit together.
Which analytics data Amazon gives you
Most of Amazon’s analytics data is free. Finding it is the work: reports vary by account type, console and marketplace. Some clues, such as organic rank, never appear in a report.
| Data point | Where Amazon shows it | Sellers | Vendors |
|---|---|---|---|
| Sales, units, orders | Business Reports (Seller Central); sales reports (Vendor Central, ordered and shipped) | Yes | Yes |
| Traffic and conversion | Sessions, page views and conversion in Business Reports; glance views in Vendor Central | Yes | Yes |
| Buy Box share | Business Reports | Yes | No report |
| Inventory | FBA inventory reports; inventory reports in Vendor Central | Yes | Yes |
| Search terms and search frequency | Brand Analytics (needs Brand Registry) | Yes | Yes |
| Search funnel per ASIN (impressions, clicks, add to carts, purchases) | Search Query Performance in Brand Analytics | Yes | Not yet |
| Ad impressions, clicks, spend, ad sales | Amazon Ads console | Yes | Yes |
| Referral fees, FBA fees | Payment and fee reports in Seller Central | Yes | – |
| Invoices, remittances, deductions | Payments in Vendor Central | – | Yes |
| Unit cost (COGS) | Not in Amazon: your own ERP or accounting | Your system | Your system |
| Organic rank, Buy Box winner, competitor prices, content changes, rating history | No report. Only visible on search result and product pages | – | – |
Seller Central
The Business Reports show sales, sessions, page views, conversion and Buy Box percentage per ASIN and day. Did fewer shoppers find the Milk Frother Duo, or did fewer buy? Start here. Inventory and returns have separate reports. Payment reports list every seller fee, from referral fees to FBA fulfillment and storage.
Vendor Central
Vendor Central covers sales (ordered and shipped), traffic, inventory and forecasts. Expect daily data a few days after the day ends. Looking for the Buy Box? There’s no vendor report for it, even when Amazon sells your product. For costs, open the payments section. It shows invoices and remittances, including every deduction: co-op, allowances, shortage claims and chargebacks.
Brand Analytics
Brand Analytics is open to brand owners in Brand Registry. It shows how often shoppers search for terms such as “milk frother” and which products they click and buy. The Search Query Performance report shows the full search funnel per query and ASIN: impressions, clicks, add to carts and purchases, yours and the market’s. Sellers have it. Vendors don’t yet. No other report links search demand to your own sales this directly.
Amazon Ads
The Ads console shows impressions, clicks, CTR, spend and attributed sales by campaign, keyword and search term. Copperleaf can check whether its ads reached fewer shoppers or cost more. To study how ads and organic sales work together, Amazon offers Amazon Marketing Cloud.
What no Amazon report shows
Where does the Milk Frother Duo rank for “milk frother”? Who holds the Buy Box, and at what price? Has the title or main image changed? Is the rating lower? Public search results and product pages show what’s there now. They won’t tell Copperleaf who held the Buy Box on Tuesday or how the rating changed over time.
Where Amazon’s own reports stop
The Milk Frother Duo’s conversion may fall while search volume stays steady. Business Reports show the first number; Brand Analytics shows the second. Neither connects them to stock, rank or ad spend. No report lines up search, rank, stock, Buy Box and ads for one product on one day.
Seller Central, Vendor Central and the Ads console have separate logins, often with separate views per marketplace. Sell as both seller and vendor in several countries, and the tab hunt gets longer.
There’s a deadline on old data, too. Sales and traffic go back about two years; ads have a shorter history. Miss the download window, and you lose the comparison.
The newest numbers can still change. Vendor data arrives late, and ad sales are tied to clicks after the fact. None of the reports keeps a change history or sends alerts. The lost Buy Box only shows up as a sales dip in next week’s export.
So someone downloads the files and joins them in a spreadsheet. Then does it again for the next question.
Profit: one number, many drivers
The Milk Frother Duo’s profit is revenue minus costs. Explaining a change takes more work.
Revenue is units sold times price. Units sold are traffic times conversion. Shoppers arrive through organic search, ads and deals. Organic traffic depends on search volume, organic rank and click-through rate. Whether those shoppers buy depends on the Buy Box, stock, price, content and ratings.
Each frother also carries costs. Sellers pay the unit cost (COGS), referral fees, FBA fees, shipping to Amazon, storage, returns and advertising. Vendors pay the unit cost and advertising too. Instead of fees, they carry costs agreed in the vendor negotiation (co-op and other allowances), promotional deductions, shortage claims and chargebacks. For vendors, “price” means the cost price Amazon pays you, not the retail price on the product page.
These numbers move together. Ads bring shoppers and cost money. Change the price, and you change conversion, revenue per unit and, for sellers, the referral fee. Run out of frothers, and you risk losing the Buy Box. Lower sales pull down organic rank, which brings fewer shoppers. Click a node in the tree to see where its data lives and what it drives.
Profit drivers for one product
B0EXAMPLE1 · Milk Frother Duo · Copperleaf Kitchen
Click a box to see what it means, where the data lives and what it is connected to.
Copperleaf Kitchen: combining the data points
Back to Copperleaf’s 31% drop. The team checks Brand Analytics first. Searches for “milk frother” are stable. Shoppers haven’t stopped looking.
The Ads console offers no explanation either. Impressions, CTR and spend are unchanged.
Then the team opens inventory. The Milk Frother Duo was out of stock for four days in the middle of the month. Another seller held the Buy Box during those days. Conversion fell. Fewer units sold. The sales drop pushed the product from page 1 to page 2 for “milk frother”, a move no Amazon report records. Fewer shoppers found it there. Stock came back, but traffic stayed lower.
Now the team has an answer for Thursday: the stock-out started the drop, and lower organic rank kept it going. Each report showed a symptom. Together with rank data, they point to the fix: reorder earlier and watch the Buy Box.
What an Amazon analytics tool has to do
Can the tool explain Copperleaf’s drop? Use these jobs as your test.
Bring every source together per product and day
Put the frother’s sales, traffic, ads, inventory and search data on one timeline per ASIN and marketplace. Add rank, Buy Box, price and content from the public pages. Keep seller and vendor accounts side by side. Most of this data comes from the Amazon APIs; rank and Buy Box come from the public pages.
Keep the history
Store data from day one. Copperleaf should be able to compare the frother’s sales with last year, even after Amazon removes the numbers.
Let you build your own views
Sales wants revenue by brand. Supply chain needs stock levels. Start with ready-made dashboards, then use your own charts and filters to answer each team’s next question.
Tell you when something changes
Copperleaf’s stock-out went unnoticed for four days. An alert for low stock or a lost Buy Box cuts that wait to one day.
Help you connect the dots
An AI agent can start with the revenue drop, find the product behind it and check likely causes. It suggests the next step. You decide what to do.
Combining your Amazon data with AMALYTIX
Amazon BI brings sales, traffic, Buy Box, content and advertising metrics together in ready-made Seller and Vendor Dashboards. Follow a revenue dip from brand to product to day. Build your own charts in a visual editor without SQL. For vendors, AMALYTIX’s daily checks supply the Buy Box data that Amazon’s reports lack. Share dashboards by email or export them as PDF, CSV and Excel files. The data runs through yesterday. Today’s numbers aren’t included.
Ask the AMALYTIX AI Agent which marketplaces and products caused the revenue change. It compares marketplaces with last month and names the product behind the drop. Then it can check the Buy Box, inventory, keywords and ads. In the demo below, the trail leads to the Milk Frother Duo in Canada. The agent offers to check the Buy Box next.
Read sales for 4 marketplaces
Revenue vs. last month
The US is growing, Canada holds you back: 70% of the drop there comes from Milk Frother Duo (−31%).
Should I check whether Milk Frother Duo lost the Buy Box in Canada?
Alerts bring the stock-out to the team’s attention. AMALYTIX checks every product every day and offers over 140 alert types. The ones that matter reach you by email, Slack or MS Teams. Copperleaf’s team would have received low-stock and lost Buy Box alerts with the next daily check.
Checks run daily, not live. The AI Agent uses credits from your plan. Your team still decides when to reorder, whether to change the price and whether to raise the ad budget while the rank recovers.
See sales, Buy Box, stock and ads for every product in one place, and get an alert when one of them changes. No credit card required. Start your free 14-day trial
Conclusion
Restocking didn’t end Copperleaf’s sales drop. The stock-out cost the Milk Frother Duo the Buy Box, conversion and sales. Lower organic rank then kept traffic down. No single Amazon report explained the chain.
Judge an Amazon analytics tool by whether it helps you reach that explanation. It needs to combine sources per product and day, keep history and let you build your own views. For your next unexplained drop, line up search volume, ads, stock, Buy Box and rank. Find what changed first. Start there.
Frequently asked questions about Amazon analytics tools
Does Amazon have its own analytics tool?
Amazon has several free report areas: Business Reports in Seller Central, analytics reports in Vendor Central, Brand Analytics for brand owners and the Ads console. Each stands on its own. None brings all the sources together.
Which Amazon analytics data is available to sellers and vendors?
Both get sales, traffic, inventory and ads data, plus Brand Analytics with Brand Registry. Sellers also get a Buy Box report, fee reports and Search Query Performance. Vendors get ordered and shipped sales, forecasts and payment data with all deductions.
Do vendors have the Search Query Performance report?
Not yet. Search Query Performance in Brand Analytics is currently available to sellers only.
Why is my Amazon revenue down when search volume is stable?
Steady searches don’t guarantee steady sales. Check ads, stock, the Buy Box and organic rank. A short stock-out can cost you the Buy Box and cut conversion and sales. The resulting rank drop can then reduce traffic for weeks.
How far back can I see my Amazon data?
About two years for sales and traffic, with a shorter window for ads. For longer comparisons, store the data yourself or use a tool that does.
Can I build my own Amazon dashboards?
Yes. Combine downloaded reports in a spreadsheet or load data through the Amazon APIs into a BI tool. You’ll need to keep the history and add data that reports don’t contain, such as organic rank.
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