Profit & P&L
Net profit after every TikTok Shop fee, commission, shipping cost and COGS.
What was my net profit last month vs the month before?
Show my P&L for this quarter, by shop.
The Kixmon TikTok Shop MCP server is a read-only AI connector that lets assistants like Claude, ChatGPT, Gemini and Perplexity answer questions with your real TikTok Shop numbers: orders, profit and loss, refunds, ads, creator profitability and Fulfilled by TikTok billing. You paste one URL, sign in to Kixmon, and ask in plain English. No TikTok Partner Center app, API keys or tokens needed.
Open the connector, app or plugin settings in your AI assistant.
Use https://api.kixmon.io/mcp as the server URL.
Log in to Kixmon, then ask about your TikTok Shop in any chat.
MCP (Model Context Protocol) is an open standard that lets AI assistants connect to outside data and tools. A TikTok Shop MCP server uses it to give Claude, ChatGPT, Gemini and other assistants structured access to TikTok Shop data, so you can ask questions about your shop instead of exporting reports into spreadsheets.
Kixmon's version focuses on profitability. Kixmon already pulls your orders, fees, commissions, shipping, ad spend, refunds and product costs together to calculate net profit. The MCP connector lets your assistant read those finished numbers, so answers reflect what you actually kept, not just GMV.
People also call this a TikTok Shop AI connector, a TikTok Shop ChatGPT integration or a Claude connector for TikTok Shop. They all describe the same thing: an assistant reading your shop data through MCP.
"What was my net profit last month?" in Claude, ChatGPT or Gemini.
It picks the right read-only tool, such as profit & loss or orders.
Profit after TikTok Shop fees, commissions, shipping, COGS, ads and refunds.
Ask follow-ups, compare periods or break results down by shop or product.
There are a few ways to get TikTok Shop data into an AI assistant. They answer different questions, so pick the one that matches what you need to know.
| What you get | Kixmon MCP | DIY open-source MCP (TikTok Shop Partner API) | Unified ecommerce API MCP | Market-research MCP |
|---|---|---|---|---|
| Setup | Paste one URL, sign in | Create a Partner Center app, manage keys and tokens, run a server | Sign up, link the shop, configure API keys | Sign up and connect |
| Data source | Your own shop | Your own shop | Your own shop | Modeled market estimates |
| Net profit after fees, commissions, shipping & COGS | Yes | No, you calculate it | No, orders and products only | No |
| Creator profitability | Yes | Partial, affiliate data only | No | Creator market data |
| Fulfilled by TikTok (FBT) billing | Yes | Depends on scopes granted | No | No |
| Read-only by design | Yes | Depends on your setup | Often read and write | Yes |
| Best for | "Am I actually making money, and where?" | Developers building custom tools | Multi-platform app builders | Product and competitor research |
Already comparing tools? See our roundup of the best TikTok Shop profit trackers.
Pick your AI assistant below. Each one takes about two minutes to connect.
claude.ai, desktop and mobile apps
https://api.kixmon.io/mcp and click Add.Works on personal Claude plans. On a company account (Team or Enterprise), your Claude admin may need to add Kixmon first. After that, you just click Connect.
chatgpt.com on the web
https://api.kixmon.io/mcp as the Server URL.Needs a paid ChatGPT plan. If "Add custom MCP server" is missing, turn on Developer mode in Settings → Security and login.
grok.com
https://api.kixmon.io/mcp.Custom connectors may need a paid Grok plan. On Business and Enterprise, an admin adds the connector first.
gemini.google.com on a computer
https://api.kixmon.io/mcp and click Next.Custom apps currently need Google AI Ultra on a personal Google account. On Gemini Enterprise, a Google Cloud admin adds Kixmon for the company.
Microsoft 365 Copilot and Copilot Studio, for work accounts
https://api.kixmon.io/mcp and choose OAuth 2.0 for authentication.The free Copilot app can't add custom connectors. You need a work account with Copilot Studio, and usually your IT admin sets it up. Admins can also add Kixmon for everyone in the Microsoft 365 admin center.
perplexity.ai on the web
https://api.kixmon.io/mcp as the MCP server URL, choose OAuth and click Add.Custom connectors need Perplexity Pro or Enterprise. On Enterprise, an admin must first allow members to add custom connectors.
chat.mistral.ai
https://api.kixmon.io/mcp and click Connect.After connecting, you can set the access level for each Kixmon tool in Le Chat's connector settings.
Cursor, VS Code, Claude Code and other tools that support remote MCP servers
https://api.kixmon.io/mcp.Kixmon works with any app that supports remote MCP servers over HTTPS. Apps that only run local MCP servers can't connect. Building your own integration instead? See the Kixmon API reference.
Setup steps last updated October 2026.
Your assistant picks the right Kixmon data for each question. Rewrite these, combine them, or ask follow-ups.
Net profit after every TikTok Shop fee, commission, shipping cost and COGS.
What was my net profit last month vs the month before?
Show my P&L for this quarter, by shop.
Unit-level economics per order, product and SKU, including gross margin.
Which 10 products sold the most units in the last 30 days?
Which products are losing money, and why?
Creator profitability per affiliate, plus shop ads and product ads spend.
Which creators brought in the most profit this month?
How much did I spend on ads last week, and on which products?
Refunds, returns, cancellations, expenses and Fulfilled by TikTok billing.
List refunds and returns from the past two weeks.
Are there any FBT billing issues I should look at?
What was my net profit last month, and how does it compare to the month before?
Your net profit for last month was $14,140, up 14.2% from $12,380 the month before. Net margin was 29.3%.
| Revenue | $48,200 |
| TikTok Shop fees | −$3,856 |
| Affiliate commissions | −$4,820 |
| Shipping | −$3,374 |
| COGS | −$14,460 |
| Ad spend | −$6,100 |
| Refunds | −$1,450 |
| Net profit | $14,140 |
Most of the gain came from lower refunds. Want this broken down by product?
Want to run the same math by hand? Try the TikTok Shop profit calculator or read how to calculate TikTok Shop profits.
Every tool is read-only. Your assistant can read this data but can't change it.
| Area | What your assistant can read | Access |
|---|---|---|
| Shops | Your connected TikTok Shops and their details | Read |
| Orders | Orders, order details, and orders by product or SKU | Read |
| Products | Product list, product details and product analytics | Read |
| Analytics | Core business analytics and profit & loss, calculated the same way as the Kixmon profit tracker | Read |
| Ads | Shop ads and product ads spend (estimate TikTok ad costs) | Read |
| Creators | Creator profitability, overall and per creator | Read |
| Refunds | Refunds, returns, cancellations and unlinked refunds | Read |
| Expenses | Expenses and non-order adjustments | Read |
| FBT | Fulfilled by TikTok goods, billing orders, billing issues and warehouse recovery | Read |
Kixmon is an official TikTok Shop Partner. Read the full Kixmon Privacy Policy.
Check that Kixmon is turned on for the chat, or mention "Kixmon" in your question.
Disconnect Kixmon in your assistant's connector settings, then connect and sign in again.
Make sure your TikTok Shop is connected inside Kixmon, and name the shop in your question.
Check that your plan supports custom connectors (see the Plans note for your assistant above). On ChatGPT, turn on Developer mode in Settings → Security and login.
A TikTok Shop MCP server uses the Model Context Protocol (MCP) to give AI assistants like Claude, ChatGPT and Gemini structured access to TikTok Shop data, so you can ask questions about your shop in plain English instead of exporting reports.
No. You add one URL to your AI assistant and sign in with your Kixmon account. Your TikTok Shop is connected inside Kixmon, so there is no Partner Center app, API key or token to manage.
No. Every tool in the Kixmon MCP connector is read-only. Your assistant can read your data but cannot create, edit or delete anything in Kixmon or TikTok Shop.
Claude, ChatGPT, Grok, Gemini, Microsoft Copilot (through Copilot Studio), Perplexity, Le Chat and any other app that supports remote MCP servers over HTTPS, such as Cursor, VS Code and Claude Code.
Yes. Your assistant can see every TikTok Shop connected to your Kixmon account. Name the shop in your question, or ask for results broken down by shop.
Most TikTok Shop MCP options either require you to create your own TikTok Shop Partner Center app and tokens, return raw orders and products without costs, or provide modeled market estimates rather than your own numbers. Kixmon returns your shop's real profit after TikTok fees, affiliate commissions, shipping, COGS, ads and refunds, plus creator profitability and FBT billing.
You need a Kixmon account with a TikTok Shop connected. You can try it with a 7-day free trial, and plan details are on the Kixmon pricing page. Some AI assistants also require a paid plan for custom connectors; see the Plans note for each assistant above.
Connect Kixmon to Claude, ChatGPT or Gemini in about two minutes.
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