How can an AI agent detect suppressed Amazon listings and tell me what to fix?
An AI agent can detect suppressed Amazon listings when it reads each listing's live state and Amazon's issue messages, and Nova's MCP connector gives Claude, ChatGPT and other assistants that access to your Seller Central catalog. Through Nova, the assistant lists the removed, suppressed and not buyable listings, ranks them by the sales at risk, reads the attribute or content Amazon flags, and prepares the content fix as a before-and-after preview that reaches Amazon only once you confirm it.
Updated
The playbook
Every step calls a Nova tool that reads your live Amazon data, so paste this into Claude, ChatGPT or any assistant connected to Nova's MCP server. Run it every morning, or as soon as sales on a product drop to zero.
This needs an assistant connected to Nova. Start the 14-day free trial, then connect your assistant.
Use Nova to find my suppressed and blocked Amazon listings, tell me what to fix first, and prepare the content fixes for me to confirm. Scope: my Seller Central accounts. If I name accounts, marketplaces or products, keep to those. 1. Find the blocked listings. Call Nova's query_listing_health with problems ["removed", "suppressed", "searchSuppressed", "notBuyable", "attributeSuppressed", "imageKo", "compliance", "incomplete"], sort "severity", limit 50. Give the count per problem and per marketplace. 2. Rank them by money. Order the rows by alert band, then by trailing 90-day sales. Band 0 means the listing is losing sales now. A listing with no sales in 90 days goes to the end of the list. 3. Read the cause. For each of the top 15, give the status, whether it is buyable, the severity, the health summary, and the top issue code, message and enforcement exactly as Amazon reports them. 4. Read the live content. Call Nova's get_listing_content for those SKUs, up to 20 per call. Compare what Amazon flags with what the listing holds: a missing or invalid attribute, a word Amazon rejects, a missing image, missing bullets or description. 5. Sort the fixes. Content fix: title, bullets, description, backend keywords, dimensions or another attribute Amazon marks editable. Seller Central fix: documents, safety or compliance information you must upload, brand approval, a price or stock problem. Wait: the issue is Amazon's own review and needs no change. 6. Prepare the content fixes. For each content fix, draft the change and call Nova's update_listing_content to preview it, one family or a few SKUs at a time. Show me the before and after and any warning from Amazon's validation. Send nothing until I confirm that preview. 7. Check what was sent. After I confirm, call Nova's get_listing_change_status for those changes and tell me which ones Amazon accepted, refused or is still processing, with Amazon's reason for any refusal. 8. Report. One table: SKU, marketplace, problem, sales in the last 90 days, the cause in plain words, the fix and who makes it. Then the Seller Central fixes as a checklist, and the listings to read again tomorrow. Rules: never change a price, quantity or any offer attribute. Prepare changes only for content Amazon marks editable, and commit a preview only after I approve it. Vendor Central listings are read only: list their problems and say I fix them with my Amazon vendor manager. Quote Amazon's issue messages as they come and never invent a rule. Relay every notice Nova returns.
How Nova customers use this
Real requests from Nova customers, names removed.
“Daily listing health check: any SKU newly closed, suppressed, losing the Buy Box, undercut or hijacked since the last run.”
What the assistant did
A recurring daily run: it read the state of every listing and compared it with the previous run to list only what changed.
Nova tools used (1)
query_listing_health
“Replace a word Amazon rejects in the description of these listings.”
What the assistant did
It read the live descriptions, prepared the change with Amazon's validation, and sent it only after the user approved the preview.
Nova tools used (2)
get_listing_contentupdate_listing_content
“Add the manufacturer and responsible person contact these bundles need for EU product safety.”
What the assistant did
It read the listings, filled the safety fields with the details the user gave, and sent them after the user confirmed the preview.
Nova tools used (2)
get_listing_contentupdate_listing_content
“Our variation children will not attach to their parent. Find out why and give me the fix list.”
What the assistant did
It read the live parent, colour and size of every child, found children split across two parents and duplicate variation values, and built the re-parenting list.
Nova tools used (1)
get_listing_content
Which listing problems can the assistant find?
Removed
What it means
The listing is no longer on Amazon
Who fixes it
You, in Seller Central
Suppressed
What it means
Amazon hides the offer until an issue is fixed
Who fixes it
Often the assistant, with your confirmation
Search suppressed
What it means
The listing is live but missing from search results
Who fixes it
Often the assistant, with your confirmation
Not buyable
What it means
Shoppers cannot add the product to their cart
Who fixes it
You, when price, stock or the offer blocks it
Attribute suppressed
What it means
A required attribute is missing or invalid
Who fixes it
The assistant, with your confirmation
Image issue
What it means
The main image breaks Amazon's rules
Who fixes it
You, in Seller Central
Compliance
What it means
Amazon needs documents or safety information
Who fixes it
You, or the assistant for editable safety attributes
Incomplete
What it means
The listing lacks the fields needed to go live
Who fixes it
The assistant, with your confirmation
The same state shows in Catalogue Manager, where you can also edit listings yourself. For a lost Buy Box, a hijacker or a price undercut, use the Buy Box playbook.
How does a fix reach Amazon?
Every edit takes two steps. The assistant first asks Nova for a preview: Nova checks the change with Amazon's own validation and returns the before, the after and any warning, without writing anything. An Admin or Workspace owner confirms it, and only then is the change sent. Nova then re-reads the product page until Amazon's result is confirmed. Prices, quantities and other offer attributes are always refused, and Vendor Central listings cannot be edited. The MCP tools reference lists the listing tools.
How to read the result
Suppressed, with a missing or invalid attribute
What it usually means
Amazon hides the offer until the attribute is fixed
What to do
Preview the attribute fix and confirm it
Search suppressed
What it usually means
The listing is live but does not show in search results
What to do
Fix the title or attribute Amazon names in the issue
Not buyable, no content issue
What it usually means
Price, stock or the offer blocks the sale
What to do
Check the offer in Seller Central
Compliance flag
What it usually means
Amazon needs documents or safety information
What to do
Upload them in Seller Central, or preview the safety attributes if they are editable
Image issue
What it usually means
The main image breaks Amazon's image rules
What to do
Replace the image in Seller Central
Removed listing with no sales in 90 days
What it usually means
A dormant product
What to do
Decide whether it is worth fixing at all
Limits
- Listing health is the state now, not a history of when a listing went down.
- Content edits cover Seller Central only. Vendor Central listings are read only.
- The assistant never changes prices, quantities or other offer attributes, and an Admin or Workspace owner confirms every edit.
- The playbook leaves images and documents to you in Seller Central.
- Catalog content is empty until Nova has captured the ASIN, and backend keywords are empty until Nova has scanned the SKU.
- Amazon reviews every change. Nova re-reads the product page after each change to confirm Amazon's result.
Questions sellers ask
Can the assistant fix a suppressed listing by itself?
It prepares the fix and shows you the preview. Nothing reaches Amazon until an Admin or Workspace owner of your Nova workspace confirms it.
Why is my listing suppressed when nothing changed?
Amazon can change a category's required attributes or rules at any time. The playbook reads the issue Amazon reports today and compares it with the live content, so it shows what Amazon now expects.
Can it check listings every day?
Yes. Run the playbook each morning, or ask the assistant for only the listings that changed since the last run. Some Nova customers run that check daily.