Prompt playbook
TikTok Shop MCP prompts for Claude, ChatGPT & any AI agent
Analytics · Listings · Creators · Collaborations · Messages
Copy-paste prompts for running TikTok Shop growth workflows with an AI agent. Connect Claude, ChatGPT, or any MCP client to Xylo and your agent can analyze shop performance, improve product listings, discover creators, manage affiliate collaborations, and continue creator outreach in plain English.
Xylo routes every Shop task through the approved commerce surface. Analytics prompts separate ALL-granularity totals from 1D trends and honor latest_available_date. Listing edits, collaboration invitations, and outbound messages stay reviewable and require explicit confirmation before submission.
Choose a real job below, replace the product or date range, and paste it into your agent.
Understand shop performance
Get reliable shop totals, daily trends, and a clear explanation of what changed.
Show me the latest available TikTok Shop performance for this month. Use ALL granularity for GMV, sales, and order totals, use 1D for the daily trend, honor latest_available_date, and explain the three biggest changes. Do not change anything.
Compare this shop's last 7 complete days with the previous 7. Use ALL totals for each period and 1D only for the trend. Show GMV, sales, orders, and the products behind the movement. Do not change anything.
Find product opportunities
Connect product, SKU, video, and LIVE performance to the next useful growth action.
Compare product and SKU performance for the last 30 complete days. Rank the biggest GMV and sales movers, flag weak conversion, and give me the three highest-impact product opportunities. Do not change anything.
Review video and LIVE performance for the latest available 30-day window. Tell me which products appear alongside the strongest content and where performance is too thin to draw a conclusion. Do not change anything.
Improve product listings
Diagnose listing quality and prepare focused, truthful edits for review.
Find the Happy Birthday Sign, load its current listing and draft version, diagnose listing quality, and improve only its title and description using truthful details already in the listing. Show the exact before-and-after fields and wait for my explicit confirmation before updating it.
Audit my live products for weak listing quality and blank seller SKU codes. Rank the issues, then prepare a partial edit for the highest-priority product. Do not submit anything until I give explicit confirmation.
Discover aligned creators
Search Creator Marketplace and turn broad discovery into a focused product shortlist.
Find five Creator Marketplace creators who fit the Happy Birthday Sign. Compare category fit and the available Marketplace-wide trailing-30-day context, explain why each creator belongs on the shortlist, and do not invite anyone.
Search for creators aligned with party decorations, then open the strongest profiles and shortlist the three best fits for this product. Treat creator performance as broad Marketplace context, not results from a specific collaboration.
Manage affiliate collaborations
Review current programs and prepare open or target collaboration work with sample settings.
Review our current open and target collaborations. Summarize the products and creators involved, flag anything that needs attention, and do not change anything.
Prepare a target collaboration for the Happy Birthday Sign with these two creators and one free sample each. Show the complete product, creator, and sample setup, then wait for my explicit confirmation before creating or sending it.
Keep creator outreach moving
Read creator threads, summarize the requests, and prepare clear text responses.
Review unread creator conversations, summarize each request, and draft one concise text response per thread. Show every recipient and exact message, then wait for my explicit confirmation before sending.
Open the latest messages from these three creators and tell me who is waiting on sample details or timing. Draft the follow-up text for each one, but do not send or mark anything read until I confirm.
Paste one of these to your agent.
Connect a TikTok Shop account free and hand off the busywork.