VendoolyAnswers without current data
Without authorized APIs, an assistant can explain concepts but cannot verify what is happening in the seller account.
// Amazon AI agent
An Amazon AI agent that shows its context and waits for your approval.
Vendooly provides defined MCP tools for catalog, inventory, pricing, orders, Account Health and Amazon Ads. The assistant uses authorized data, explains the scope and keeps reads, proposals and writes separate.
OAuthAmazon Seller API + Ads APIHuman approval
Operating questions to askWhy did sales fall this week in the selected marketplace?
VendoolyTools query only available scopes and return the operating context required for a decision.
Human approvalExecution requires explicit human approval.
The operation, context and outcome remain available for review.
The operating problem
A general model does not know your Amazon operation and should not get unrestricted access.
Prompts without operating context
Seller account, marketplace and period must remain visible to prevent ambiguous conclusions.
Automation without boundaries
Reading, preparing and executing are different stages and need different controls.
What you can do
Give the assistant defined tools, not unrestricted credentials.
Authorized Amazon evidence
Tools query only available scopes and return the operating context required for a decision.
Cross-workflow investigation
One question can connect catalog, inventory or Ads signals without manually merging separate exports.
Controlled action proposals
The assistant prepares a supported change; the user sees the scope and parameters before confirmation.
AI and authorized Amazon data
Operating questions to ask
- 01Why did sales fall this week in the selected marketplace?
- 02Which listings need correction before the next campaign launch?
- 03Find ad spend with no sales and prepare a review list.
- 04Which SKUs have insufficient cover at the recent sales pace?
MCP workflow
From live data to a controlled action
Authorize the context
OAuth connects the seller account and allowed scopes without sharing Seller Central passwords with the assistant.
Ask live operating data
Vendooly applies the organization, seller account and marketplace before calling the relevant Amazon APIs.
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
| Stage | Vendooly control |
|---|---|
| Read | Only authorized data relevant to the request. |
| Prepare | The assistant can build a proposal with visible scope and parameters. |
| Write | Execution requires explicit human approval. |
| Audit | The operation, context and outcome remain available for review. |
Vendooly
More Amazon solutions
FAQ
Frequently asked questions
Which AI assistants can I use?
Vendooly is designed for MCP-compatible clients, including ChatGPT and Claude where the relevant connection flow is available.
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.