A seller on the Amazon forums typed one sentence that stuck with me: “I cannot find the report that gives me parent and child sales by product.”
That report did not disappear. It still exists, and it holds exactly what that seller wanted. They just could not get to it anymore.
So I opened the new Seller Central, pointed an AI agent at it, and asked it to go find that report for me. It did, in four moves, and it never once needed to know where Amazon had hidden it. That is the part worth talking about.
What the new Seller Central changed
Amazon rebuilt Seller Central around “workspaces”: Products, Supply chain, Orders, Marketing, Finance, Account health, and Programs and apps. Each workspace opens into a short list of tools. Amazon’s stated reason is that sellers were wading through more than 200 tools scattered across disconnected pages.
The reorganization moved a lot of furniture at once. Inventory now lives under Supply chain, Vine under Marketing, A+ Content under Manage products. Reports that used to sit in one top-level menu are now spread across the workspaces they belong to.
Then the escape hatch closed. Amazon told sellers that switching back to Classic Seller Central as a default would no longer be available. Everyone learns the new map, whether they want to or not.
What sellers are saying
We track the Seller Central forums and the Amazon seller subreddits every week. Starting June 22, 2026, complaints about the redesign showed up in every weekly digest we ran, 14 weeks in a row by September 21, 2026. No other theme came close to that streak.
| Forum thread | Replies | Views | Measured |
|---|---|---|---|
| Tell the Team: Navigation in the New Seller Central | 150 | 1,793 | Sep 21, 2026 |
| New Seller Central Becoming Mandatory | 90 | 1,273 | Sep 28, 2026 |
| Another change in Amazon Seller Central layout, RIDICULOUS!!! | 34 | 2,856 | Sep 14, 2026 |
| New Seller Central is horrible | 41 | 1,382 | Sep 28, 2026 |
| Dear Amazon – Your New Dashboard is a disaster | 41 | 1,334 | Sep 28, 2026 |
Read the threads and the pattern is not “I dislike the colors.” It is “I cannot find the thing I use every day.” A few, in sellers’ own words:
- “I cannot find the business reports that show how much I made over time compared to last year.”
- “In order management, we lost the handy top tabs to quickly check Pending, Shipped and Cancelled orders.”
- “I can’t find anything. You have to use search to find everything.”
- “At this point, I no longer find things in Seller Central. I encounter them unexpectedly.”
Amazon even opened a thread asking sellers to tell the team about navigation. It became the most-replied redesign thread we tracked.
Why it costs more than patience
A lost menu item sounds like a cosmetic problem. It is not. One seller described a view of orders by country and fulfillment type that used to be one click and now takes “9 clicks and two TFA sms.” Multiply that by every report a seller checks every morning.
The bigger cost is what does not get checked. When a report is hard to reach, people stop opening it. The parent and child sales report is where you see which variation is carrying a listing and which one is dead weight. A seller who cannot find it is making inventory and ad decisions with one eye closed.
And relearning a menu is not a one-time tax. The thread title says it: “Another change in Amazon Seller Central layout.” The map will keep moving.
Stop learning the map. Hand it to an agent.
Playwright is an open-source tool that drives a real web browser: it clicks, types, reads and takes screenshots. The Playwright MCP server connects that browser to an AI model like Claude. Put them together and you can say “find me the parent and child sales report” in plain English, and the AI works the browser for you.
The reason this fixes the navigation problem specifically is how the agent reads a page. A person scans a screen visually and relies on memory of where things used to be. The agent reads the page’s structure directly: every link, every button, every menu label, including the ones tucked inside collapsed dropdowns. It does not remember the old layout, so it has nothing to unlearn.
Three things make this practical for a seller:
- It uses your own logged-in browser. You sign in yourself. The agent works inside your session, so there is no password to hand over.
- You can watch it. The visible browser shows every click as it happens, and you can take over at any point.
- It survives the next redesign. When Amazon moves the report again, you ask the same question. The agent finds the new route on its own.
Watching the agent find the “missing” report
I ran this on October 5, 2026, on a live account in the new Seller Central, using Claude Code with the Playwright MCP. The request was the forum seller’s exact problem: find parent and child sales by product. The agent was read-only. It changed nothing.
Step 1: Check the main menu. The agent opened the menu and read every label in it, including the collapsed sections. Then it searched the whole page for the words “Business Reports.” Zero matches. The report the seller wanted is not anywhere in the main navigation.
Step 2: Find the other door. On the home dashboard sits a small button labeled “All reports.” The agent opened it and found Business reports listed first, under My business. This is the step a person misses, because they are looking in the menu.
Step 3: Open Business Reports and pick the report. The left rail of Business Reports lists “Detail Page Sales and Traffic By Parent Item” and “By Child Item” under By ASIN. The agent opened the Child Item report, and the data the seller was hunting for was on screen.
Step 4: Handle the interruptions. Along the way, Seller Central threw a “take our tour” modal and then a satisfaction survey asking whether I was happy with Amazon’s reporting tools. The agent closed both without answering and kept going.
The agent did not know the route in advance. It worked it out by reading the page, the same way it would work out a different route after the next redesign.
The same pattern covers the other complaints in those threads:
- “Where is the Payments dashboard?” becomes “open my latest payment report.”
- The lost Pending, Shipped and Cancelled tabs become “show me my canceled orders from the last 7 days.”
- The orders-by-country view becomes “break down this month’s orders by marketplace and fulfillment type.”
What to keep human
An agent in your Seller Central is an agent inside your business. Set the rules before you start, not after.
- You log in. Never give an agent your Seller Central password. Sign in yourself and let it work inside that session.
- Look, don’t touch, by default. Finding a report, reading a page and taking a screenshot are safe. Changing a price, a listing, a shipment or a campaign should stop at the confirmation screen and wait for you.
- Watch the first runs. Use the visible browser, not a hidden one, until you trust the pattern.
- Mind your screenshots. A screenshot of a dashboard is a screenshot of your sales. Crop it before you share it. Every image in this article was cropped to the navigation only, for that reason.
The agent fixes the finding problem. It does not replace your judgment about what to do with what it finds.
Set it up with one prompt
The Playwright MCP I used is free and open source. You do not need to install anything by hand: you paste one prompt into Claude Code or Codex, and the agent installs it for itself.
You need Node.js 18 or newer, git and Google Chrome. Then paste this:
Clone https://github.com/sellerlabs/slt-toolbox-public and set up ONLY the Playwright MCP, following mcps/playwright-mcp/README.md. In that folder run npm install and npx playwright install. Then register playwright-mcp-visible.js with yourself as an MCP server named playwright-visible, using the file's absolute path. Skip Lazy Hub and every other tool in the repo. Tell me when it is done.Start a new session so the browser tools load, log in to Seller Central yourself in the Chrome window that opens, and ask your first question. Mac and Windows notes, plus the safety rules above in checklist form, are on the Playwright MCP page.
The menu will move again
When I opened the Child Item report, a banner sat across the top of it: “Unlock 200+ metrics with Custom Analytics,” with a note to “switch by year-end.” At the time of writing, Amazon is already steering sellers from Business Reports to a different tool. The report that forum seller just lost is about to move again.
That is the realization. I started out thinking the fix was to learn the new layout faster. It is not. The fix is to stop making navigation your job.
Playwright and an AI agent handle the pages you still need to see. For the questions that are really about numbers, which variation is selling, what a SKU earned after fees, where the ad spend went, we built the Seller Labs MCP Server so Claude can query your Amazon data directly. No menu, no dropdown, no survey popup in the way.
Amazon can redesign Seller Central as many times as it wants. Your question stays the same, and so should the time it takes to answer it.
