Prompt
“Which operators dominate the buy box on <brand>?”
See who actually wins the buy box across a brand’s catalog — the resellers and arbitrage operators you’re really up against.
Webotee AI Connect · MCP
Amazon Product Research MCP Connector in your own Claude & ChatGPT.
Webotee AI Connect adds our 2 years of Amazon operator, brand, niche, and seller intelligence to the AI you already use. More than 40 Amazon data intelligence tools our MCP connector exposes enable querying the Webotee dataset directly from Claude or ChatGPT. A research connector for sellers, not a live shopping agent.
Ask Webotee · in Claude or ChatGPT
in your own Claude or ChatGPT
Included on the Webotee Starter plan ($29/mo) and up.
What you can ask
Talk to your Amazon data like a teammate.
Drop one of these into your own Claude or ChatGPT once Webotee AI Connect is added. Swap the placeholders for the real brand, seller, or category you're researching.
MarketplacesAmazon US · defaultAmazon UKWalmart US
Webotee answers for Amazon US by default — just name another marketplace to switch, e.g. “how does this brand look on Amazon UK?” or “compare this ASIN's price on Walmart.”
Prompt
“Top brands <seller> sells by estimated sales”
Reverse a seller into their highest-volume brands, ranked by estimated sales, to read their sourcing playbook.
Prompt
“Find under-competed sub-categories in <category>”
Surface niches with fewer entrenched operators and thinner brand competition — sourcing starting points to validate.
Prompt
“Who’s new on <brand>’s ASINs this month?”
Spot operators that newly appeared on a brand’s ASINs — early signal of fresh competition or a gray-market entrant.
Built for how you sell
A saved workflow for your selling model.
Webotee turns “what should I source next, and who already owns it?” into a repeatable playbook — discover, vet, shortlist, monitor, defend — the same in the app, the chatbot, and your own Claude or ChatGPT. Pick your model:
Wholesale
High fitThe competitor is the seller pool on each ASIN — not a rival brand. Know who's entering (authorized, hijacker, or serial discounter) and whether the buy box is winnable before you commit a PO.
Saved playbook
Brand Watch
Daily: seller-count change, buy-box rotation, a known operator landing on your brand, and MAP breaks — ranked by dollar exposure.
Saved playbook
New-Brand Radar
Brands with 1–4 sellers, no Amazon on the listing, and a thin reseller pool — scored on resale economics and gating.
Ask it in Claude or ChatGPT
- ›Which sellers just entered the pool on this brand’s ASINs?
- ›Find wholesale brands with 1–4 sellers and no Amazon on the listing.
- ›Is this brand’s buy box winnable before I open the account?
Under the hood
How the Amazon Product Research MCP connector works.
MCP (Model Context Protocol) is the open standard that lets your AI talk to outside data sources. Webotee AI Connect is the Amazon-research side of that connection — a static dataset your AI reads, never a bot that shops on your behalf.
01
Webotee exposes its dataset as read-only tools
Operators, brands, ASINs, niches, buy-box history, and cross-marketplace overlap — our pre-collected Amazon research dataset — are surfaced to your AI as a set of read-only MCP tools. Nothing writes, nothing changes a listing, nothing places an order.
02
Your Claude or ChatGPT calls those tools
You ask a question in plain language. Your own AI decides which Webotee tools to call, passes the brand / seller / category you named, and reads back structured results — then explains them in context, right inside your chat.
03
You get observed marketplace data, not a live shopper
Answers come from historical, pre-collected brand + seller intelligence — not from an agent browsing Amazon for you in real time. It is a static research dataset you interrogate, so results are consistent, fast, and citeable.
04
Usage is metered per plan
Each plan includes a daily AI Connect call allowance (see the tier table below). When your AI calls a Webotee tool, it counts against that day’s allowance — so heavier research sits on a higher tier.
What it is, plainly: read-only access to Webotee's historical brand + seller intelligence, surfaced as tools your AI can call. What it is not: an agent that browses or buys on Amazon, and not a real-time feed. Treat every answer as a researched starting point to validate, not a guarantee.
Setup · ~2 minutes
Connect Webotee in Claude & ChatGPT.
Webotee is added as a custom connector. It's the same MCP server URL either way — pick your assistant below, paste the URL, and sign in with your Webotee account.
In Claude
- 1Open Claude, then go to Settings → Connectors.
- 2Choose Add custom connector.
- 3Paste the Webotee MCP URL: https://app.webotee.com/mcp
- 4Sign in to Webotee through the OAuth prompt that appears.
- 5Approve access. Webotee’s research tools are now available in your chat.
In ChatGPT
- 1In ChatGPT, open Settings → Apps & Connectors.
- 2Open Advanced settings and turn on Developer Mode.
- 3Choose Create (a new connector / app).
- 4Add a name (e.g. “Webotee”), a short description, and the MCP server URL https://app.webotee.com/mcp — set authentication to OAuth.
- 5Save, start a new chat, enable Webotee from the + (tools) menu, and approve the Webotee sign-in when prompted.
ChatGPT exposes remote MCP servers through Developer Mode (Settings → Apps & Connectors → Advanced). Available on paid ChatGPT plans; on Business / Enterprise / Edu a workspace admin may need to allow custom connectors first.
Connector URL
https://app.webotee.com/mcp
Requires a paid Webotee plan (Starter or higher). The OAuth sign-in ties the connector to your Webotee account and its daily AI Connect allowance.
Daily call limits
AI Connect calls per day, by plan.
Starter
200
calls / day
$29/mo
Scout
1,000
calls / day
$89/mo
Scout Pro
3,000
calls / day
$179/mo
Scout + Protect
10,000
calls / day
$295/mo
AI Connect calls/day — Starter 200, Scout 1,000, Scout Pro 3,000, Scout + Protect 10,000. Each tool call your AI makes counts as one call. See the full breakdown on the pricing page.
Get started
Put Amazon research inside your AI.
Start a 7-day free trial of Webotee Starter and connect the Amazon product research MCP to your own Claude or ChatGPT today. No data collection on your side — just our pre-collected dataset, ready to query.
A product by Webotee.