VendoolyMarketplaces get aggregated
Unscoped totals can hide a local shortage while inventory remains available somewhere else.
// Amazon inventory AI
Amazon inventory management with AI, visible exceptions and marketplace context.
Vendooly queries authorized inventory signals and connects them to the available operating context. Teams identify SKUs that need review, separate stock-outs from incomplete data and prepare decisions without relying on static exports.
OAuthAmazon Seller API + Ads APIHuman approval
Operating questions to askWhich SKUs are at risk of stocking out in the selected marketplace?
VendoolyRetain seller account, marketplace, SKU/ASIN and availability type in every answer.
Human approvalExecution requires explicit human approval.
The operation, context and outcome remain available for review.
The operating problem
Total stock does not show where, when and for which SKU the risk begins.
Velocity and cover stay separate
Availability without a recent pace or explicit period cannot produce a responsible exception order.
Decisions use incomplete signals
Inbound, availability and sales signals may have different delays and must be shown with their limitations.
What you can do
Get an exception queue before another spreadsheet export.
Context-aware inventory
Retain seller account, marketplace, SKU/ASIN and availability type in every answer.
Reviewable risk
Order cases with low cover or unusual availability using the period and evidence actually available.
Coordinate downstream actions
Connect inventory risk to listings or Ads so a proposal does not increase demand for an unavailable product.
AI and authorized Amazon data
Operating questions to ask
- 01Which SKUs are at risk of stocking out in the selected marketplace?
- 02Show the availability and recent signals used for each exception.
- 03Which campaigns promote products whose cover needs review?
- 04Separate genuinely low stock from SKUs with insufficient data.
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
Does Vendooly replace a purchasing-planning system?
No. It supports operating monitoring and triage with available data; lead times, MOQs and supplier orders require dedicated company sources and rules.
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.