This skill guides you on how to search and analyze TikTok Shop product data, helping sellers and marketers discover product opportunities, evaluate sales performance, and identify influencer-driven products on TikTok.
Core Concepts
EchoTik is a TikTok Shop analytics platform that tracks product performance across multiple TikTok marketplaces. This tool provides keyword-based product search with rich filtering capabilities, returning detailed product data including sales volumes (1d/7d/15d/30d/60d/90d/total), GMV (revenue), pricing, ratings, review counts, commission rates, and influencer promotion statistics.
Sales metrics: Products include multi-period sales data — 1-day, 7-day, 15-day, 30-day, 60-day, 90-day, and total sales. The same granularity applies to GMV (Gross Merchandise Value) amounts.
Commission rate: Stored as a decimal (e.g., 0.05 means 5%). When a user specifies a percentage, convert it to decimal before passing to the API.
Listing date: The firstCrawlDt field uses a compact integer format YYYYMMDD (e.g., 20240101 for January 1, 2024).
Parameter Guide
Search & Filtering
| Parameter | Type | Description | Default |
|---|---|---|---|
| keyword | string | Product keyword (translate to the local language of the target marketplace) | - |
| region | string | Marketplace code | US |
| categoryKeywordCN | string | Product category (must be in Chinese) | - |
Sales Filters
| Parameter | Type | Description |
|---|---|---|
| minTotalSaleCnt / maxTotalSaleCnt | integer | Total sales volume range |
| minTotalSale30dCnt / maxTotalSale30dCnt | integer | 30-day sales volume range |
| minTotalSaleGmvAmt / maxTotalSaleGmvAmt | string | Total GMV range |
| minTotalSaleGmv30dAmt / maxTotalSaleGmv30dAmt | string | 30-day GMV range |
Product Attribute Filters
| Parameter | Type | Description |
|---|---|---|
| minSpuAvgPrice / maxSpuAvgPrice | number | SPU average price range |
| minProductRating / maxProductRating | number | Product rating range |
| minReviewCount / maxReviewCount | integer | Review count range |
| minProductCommissionRate / maxProductCommissionRate | number | Commission rate range (decimal, e.g., 0.05 = 5%) |
Influencer & Video Filters
| Parameter | Type | Description |
|---|---|---|
| minTotalIflCnt / maxTotalIflCnt | integer | Number of influencers promoting the product |
| minTotalVideoCnt / maxTotalVideoCnt | integer | Number of promotion videos |
| minTotalViewsCnt / maxTotalViewsCnt | integer | Total views on promotion videos |
Listing Date & Duration
| Parameter | Type | Description |
|---|---|---|
| minFirstCrawlDt / maxFirstCrawlDt | integer | Listing date range (YYYYMMDD format, e.g., 20240101) |
| saleDays | integer | Days since listing |
Sorting & Pagination
| Parameter | Type | Description | Default |
|---|---|---|---|
| productSortField | integer | Sort field: 1=total sales, 2=total GMV, 3=avg price, 4=7d sales, 5=30d sales, 6=7d GMV, 7=30d GMV | 1 |
| sortType | integer | Sort order: 0=ascending, 1=descending | 1 |
| pageNum | integer | Page number | 1 |
| pageSize | integer | Results per page | 50 |
Supported Marketplaces
US (United States), ID (Indonesia), TH (Thailand), PH (Philippines), MY (Malaysia), VN (Vietnam), GB (United Kingdom), MX (Mexico), SG (Singapore), SA (Saudi Arabia), BR (Brazil), ES (Spain), JP (Japan), DE (Germany), IT (Italy), FR (France)
Default marketplace is US. Use US when the user doesn't specify a marketplace.
How to call
- API endpoint：
POST /echotik/listProduct(for full parameters/responses/error codes, seereferences/api.md） - Python script：
python scripts/echotik_list_product.py '<JSON 参数>' [--inline] - Cost constraints: This tool consumes compute; by default, the same parameter combination in the same session is called only once, and the script has a 24h local cache. On failure/empty results, do not automatically try different keywords, paginate, or change the zip code to probe continuously; if you need to continue searching, first explain to the user that additional consumption will be incurred.
Output strategy (script default behavior)：
- Alwayswrite the full response to
<cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-echotik-list-product-<timestamp>.json（<cwd>is the working directory when the script runs, which in Claude Code is the current project directory;<session>is taken from the environment variableSESSION_ID, automatically aggregated according to the user's task;writing to /tmp is prohibited, and an error is reported if the current directory is not writable) - Response body ≤ 8 KB: after saving to disk, print the full JSON to stdout
- Response body > 8 KB: after saving to disk, stdout outputs only a summary (top-level fields, common counts such as
total/costToken, the length of the largest list field + the first 3 samples) - Add
--inlineto force full printing to stdout (also saved to disk)
Data reading suggestions: First look at the summary to determine whether it is sufficient; when specific fields are needed, prefer using jqorConvertFrom-Json to extract on demand from the saved json file, avoiding putting the entire JSON into the context.
Resolve authentication and compute issues
When the following abnormal situations occur, use references/onboarding.md to guide resolution:
Abnormal situations
- API Key not configured: The environment variable is not configured
LINKFOX_AGENT_API_KEY, andLINKFOXAGENT_API_KEY。 - Response 401 or 402 status code
- Response indicates insufficient compute or balance: The message contains "insufficient compute balance/insufficient billing/insufficient balance/quota exceeded/insufficient balance/package expired/recharge required/please recharge", or content with a similar meaning.
Usage Examples
1. Basic Keyword Search — Find top-selling products for a keyword
{
"keyword": "phone case",
"region": "US",
"productSortField": 1,
"sortType": 1,
"pageSize": 20
}
2. High-Commission Product Discovery — Products with commission >= 10%
{
"keyword": "beauty",
"region": "US",
"minProductCommissionRate": 0.10,
"productSortField": 5,
"sortType": 1
}
3. New & Trending Products — Recently listed with strong 30-day sales
{
"keyword": "gadget",
"region": "US",
"minFirstCrawlDt": 20250101,
"minTotalSale30dCnt": 1000,
"productSortField": 5,
"sortType": 1
}
4. Influencer-Hot Products — Products promoted by many influencers
{
"keyword": "skincare",
"region": "US",
"minTotalIflCnt": 50,
"minTotalViewsCnt": 1000000,
"productSortField": 1,
"sortType": 1
}
5. Budget-Friendly High-Sellers — Low price + high volume
{
"keyword": "accessories",
"region": "US",
"maxSpuAvgPrice": 10,
"minTotalSaleCnt": 5000,
"productSortField": 2,
"sortType": 1
}
6. Southeast Asia Market Exploration
{
"keyword": "fashion",
"region": "TH",
"minTotalSale30dCnt": 500,
"productSortField": 7,
"sortType": 1
}
Display Rules
- Present data clearly: Show query results in organized tables with key columns — product name, price, total sales, 30-day sales, GMV, rating, commission rate, and number of promoting influencers
- Currency awareness: Include the currency field from the response when displaying prices and GMV
- Commission formatting: Display commission rates as percentages for readability (e.g., show 0.05 as "5%")
- Volume notice: When results have a large
totalcount, show the current page data and inform the user of total available records; suggest adjusting filters or pagination to explore more - Image reference: If
imageUrlorcoverUrlis present, mention it so the user knows product images are available - Error handling: When a query fails, explain the reason based on the response and suggest adjusting parameters
- Keyword translation reminder: When the user targets a non-English marketplace, remind them that the keyword should be in the local language of that marketplace for best results
Applicable Scenarios
| User Says | Scenario |
|---|---|
| "Find trending products on TikTok" | Keyword search sorted by sales |
| "TikTok products with high commission" | Filter by commission rate |
| "What's selling well on TikTok Shop US" | Regional product search by sales |
| "New products blowing up on TikTok" | Filter by listing date + sales |
| "Which products have many influencers promoting them" | Filter by influencer count |
| "Cheap but high-volume TikTok products" | Filter by price + sales |
| "TikTok product research for Southeast Asia" | Search specific SE Asian regions |
| "Products with good reviews on TikTok" | Filter by rating + review count |
Not Applicable Scenarios
- TikTok influencer/creator analytics (follower counts, engagement rates of creators)
- TikTok video performance analytics (views, likes, shares on specific videos)
- TikTok advertising / ad campaign management
- Amazon, Shopee, or other non-TikTok platform product data
- TikTok Shop store-level analytics
- Product listing creation or optimization advice
- Logistics, fulfillment, or shipping analysis
Boundary judgment: When users say "product research" or "what should I sell on TikTok", if it involves searching and filtering products by sales data, pricing, or commission rates on TikTok Shop, then this skill applies. If they're asking about content strategy, video creation, or influencer outreach, it does not apply.
Compute consumption rules
Consumes 5 compute.
Users will pay fees due to compute consumption. Please fully assess: when this skill needs to be called frequently, or when the user's expectation of compute consumption is insufficient, be sure to remind the user and let the user decide whether to continue.
Feedback:
Auto-detect and report feedback via the Feedback API when any of the following apply:
- The functionality or purpose described in this skill does not match actual behavior
- The skill's results do not match the user's intent
- The user expresses dissatisfaction or praise about this skill
- Anything you believe could be improved
Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.
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