Vendooly
// Amazon listing automation

Amazon listing automation with checks before publication.

Vendooly helps identify suppressed listings, incomplete attributes and variations that need work. The assistant prepares content or feeds with SKU-level scope; a person reviews before the change reaches Amazon.

OAuthAmazon Seller API + Ads APIHuman approval
Operating questions to askFind suppressed listings in the selected marketplace and group them by cause.
VendoolyFilter suppressed or incomplete listings and order the work by marketplace, status and operating impact.
Human approvalExecution requires explicit human approval.
The operation, context and outcome remain available for review.
The operating problem

Fixing listings one by one does not scale, but unreviewed bulk publishing creates risk.

Errors are scattered

Suppressions, missing attributes and per-SKU messages are split across the catalog, reports and feed results.

Content misses constraints

Titles, bullets and descriptions must respect category, language and Amazon requirements, not merely sound persuasive.

Bulk feeds lack governance

A mass update needs a preview, per-SKU tracking and an accountable person who approves the scope.

What you can do

Move from catalog audit to a correction ready for review.

Catalog quality audit

Filter suppressed or incomplete listings and order the work by marketplace, status and operating impact.

Content preparation

Draft titles, bullets, descriptions or attributes while retaining the original input and category context.

Controlled bulk feeds

Prepare multi-SKU payloads, keep item-level outcomes and require confirmation before submission.

AI and authorized Amazon data

Operating questions to ask

  1. 01Find suppressed listings in the selected marketplace and group them by cause.
  2. 02Which SKUs are missing required attributes?
  3. 03Prepare new bullets for these ASINs without changing unverified claims.
  4. 04Build a feed for the approved SKUs and show the summary before submission.
MCP workflow

From live data to a controlled action

01

Authorize the context

OAuth connects the seller account and allowed scopes without sharing Seller Central passwords with the assistant.

02

Ask live operating data

Vendooly applies the organization, seller account and marketplace before calling the relevant Amazon APIs.

03

Approve the next action

Reads may produce a plan; listings, feeds, prices, bids and budgets do not change without explicit confirmation.

Guardrails

Clear boundaries for every operation

StageVendooly control
ReadOnly authorized data relevant to the request.
PrepareThe assistant can build a proposal with visible scope and parameters.
WriteExecution requires explicit human approval.
AuditThe operation, context and outcome remain available for review.
FAQ

Frequently asked questions

Does Vendooly automatically publish generated content?

No. Proposals can be reviewed, and listing changes or feeds require explicit confirmation before they are sent to Amazon.

Does Vendooly change Amazon without asking?

No. Write operations are prepared first and require explicit confirmation before execution.

Do I share a Seller Central password?

No. Access uses OAuth and authorized API scopes; credentials are not pasted into the conversation.

Can I separate seller accounts and marketplaces?

Yes. Every request retains the selected organization, seller account and marketplace context.

Bring one Amazon workflow into Vendooly

Connect an authorized seller account, verify the evidence and keep every write under human approval.

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