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Description
From the marketplace listing
AgentXray connects your Amazon Seller Central and Amazon Ads accounts to ChatGPT. Ask in plain language, such as "what did I actually make last month?", "which keywords are wasting spend?" or "when do I run out of stock?", and the answers come from your own data, not estimates.
What it reads:
- Profit by SKU and for the whole account, computed from your own settlement reports: the fees Amazon actually charged you, not a fee calculator
- Amazon Ads: campaigns, targets, search terms, placements, negatives, TACoS, Sponsored Brands and Sponsored Display, and Amazon's own recommendations
- Inventory: stock history, inventory age, inbound shipments, returns, reconciliation and a reorder plan
- Traffic and conversion, Best Seller Rank, Buy Box, listing issues, account health and payouts
- Every answer states where the number came from and what is missing
What it drafts (only if you allow drafting when you connect):
- Bid, budget, placement, negative keyword and pause/enable changes, new campaigns, keywords and product targets
- Price, listing text and image changes, new listings, FBA shipment plans and review requests
A draft never changes your Amazon account. It waits in your AgentXray approval queue (ad and price drafts show their expected effect on your profit) and is sent to Amazon only after you approve it in your browser. ChatGPT cannot approve a draft.
Requires an AgentXray account with Amazon Seller Central connected (Amazon Ads optional).
Language: English · Automatically detected from descriptions.
Metadata · Oct 29, 2026 · 12:07 UTC · Compared with Oct 29, 2026 · 00:06 UTC
WHAT CHANGED
Product listing or positioning changed
Long description — Now says: TACoS, Sponsored Brands and Sponsored Display, and Amazon's own recommendations
- Inventory: stock history, inventory age, inbound shipments, returns,...
Observed in the public listing; claims come from the publisher.
daily spend and Amazon's own bid recommendations
- Inventory: stock history, inventory age, reconciliation and a reorder plan
- Traffic and conversion per product, Best Seller Rank history, Buy Box status and payouts
It only reads. Chang...
After
Oct 29, 2026 · 12:07 UTC
TACoS, Sponsored Brands and Sponsored Display, and Amazon's own recommendations
- Inventory: stock history, inventory age, inbound shipments, returns, reconciliation and a reorder plan
- Traffic and conversion, Best Seller Rank, Buy Box,...
From the developer’s listing and package; capabilities are not independently tested. Package observed Nov 2, 2026.
Declared capabilities
Read
Write
Declared limitations
Out of scope: not an Amazon seller question. The plugin should not be invoked.
Asking ChatGPT to approve or apply a change itself. Expected: it can only draft; approval happens in the AgentXray web app, and it must not say anything was changed on Amazon.
Another seller's private data: the tools only read the connected account. Expected: decline and explain it can only see the connected account.
Review scenarios; not an exhaustive list.
Cost & access
Pricing and account requirements have not been established from the available package declarations. Unknown pricing does not mean free access.
Adds 21 read tools (account health, listing issues, returns, inbound shipments, TACoS, Sponsored Brands/Display, Amazon's ad recommendations, Brand Analytics gaps, Search Query Performance, A+ status, competitors) and 17 draft tools. Draft tools create proposals in the seller's AgentXray approval queue and never change the Amazon account; they are offered only when the seller ticks 'allow drafting' on the consent screen, and only a person can approve a draft, in the browser.
Declared in the saved package. Remote tools may change independently.
Package details
Publisher declarations from the archived package. These are separate from our research and the live service's terms.
Commerce declaration
Does not support commerceThis does not establish whether access is free or paid.
Review scenarios
8 positive · 3 negativeScenario counts, not test results.
