Jiimore Product Discovery

This skill guides you on how to discover and mine high-potential Amazon products using the Jiimore product discovery engine, helping Amazon sellers find potential bestsellers through keyword-based filtering with conversion, click growth, and profitability indicators.

Core Concepts

Jiimore Product Discovery is a keyword-driven Amazon product mining tool. Given a search keyword, it returns a list of products matching specified performance criteria such as conversion rate, click growth rate, gross profit margin, pricing, reviews, and listing age. This makes it ideal for identifying emerging opportunities, validating product ideas, and competitive benchmarking.

Keyword is required: Every query must include a keyword. The keyword should be translated into the language of the target marketplace (e.g., Japanese for JP, German for DE).

Rate values are decimals: Conversion rates and growth rates are expressed as decimals between 0 and 1. For example, 0.1 means 10%, 0.25 means 25%. This is a common point of confusion when users specify percentages.

Marketplace support: Currently supports US (United States), JP (Japan), and DE (Germany). Default is US. Use US when the user does not specify a marketplace.

Parameter Guide

Required

Parameter	Description	Example
keyword	Search keyword (must be translated to the target marketplace language)	wireless charger

Filtering Parameters

Parameter	Description	Value Format
priceMin / priceMax	Product price range	Number (e.g., 10.0, 50.0)
totalReviewsMin / totalReviewsMax	Review count range	Integer (e.g., 0, 500)
customerRatingMin / customerRatingMax	Customer rating range	Number (e.g., 4.0, 5.0)
clickConversionRateMin / clickConversionRateMax	Click-to-purchase conversion rate	Decimal 0-1 (0.1 = 10%)
clickConversionRateCompositeMin / clickConversionRateCompositeMax	Composite conversion rate	Decimal 0-1 (0.1 = 10%)
clickCountT7Min / clickCountT7Max	Weekly click count range	Integer
clickCountT30Min / clickCountT30Max	Monthly click count range	Integer
clickCountGrowthT7Min / clickCountGrowthT7Max	Weekly click growth rate	Decimal 0-1 (0.1 = 10%)
clickCountGrowthT30Min / clickCountGrowthT30Max	Monthly click growth rate	Decimal 0-1 (0.1 = 10%)
salesVolumeT360Min / salesVolumeT360Max	Annual sales volume range	Integer
grossProfitMarginMin / grossProfitMarginMax	Gross profit margin range	Number
fbaFeeMin / fbaFeeMax	FBA fee range	Number
launchDateMin / launchDateMax	Listing date range	String: yyyyMMdd000000
nicheCountMin / nicheCountMax	Niche market count range	Integer
sellerCountry	Seller origin country code(s), comma-separated	CN,US
countryCode	Target marketplace (US, JP, DE)	US

Sorting and Pagination

Parameter	Description	Default
sortField	Sort by field (see options below)	purchasedClicksT360
sortType	Sort direction: desc or asc	desc
page	Page number	1
pageSize	Results per page (10-100)	50

Available sort fields: totalReviews, price, launchDate, clickCountT7, clickCountT30, clickCountT90, clickConversionRate, clickConversionRateComposite, customerRating, purchasedClicksT360, clickCountGrowthT7, clickCountGrowthT30, currentPrice, fbaFee, shippingFee, gpm

API Invocation

• API Endpoint: POST /jiimore/productDiscovery (see references/api.md for full parameters/responses/error codes)
• Python Script: python scripts/amazon_product_discovery.py '<JSON params>' [--inline]
• Cost Constraints: This tool consumes credits. The same parameter combination in the same session is only called once by default, with 24h local caching in the script. Failed or empty results should not trigger automatic retries with different keywords, pagination, or postal codes. Inform the user before making additional queries that will incur extra costs.

Output Strategy (default script behavior):

• Always write the full response to <cwd>/nexscope/<YYYY-MM-DD>/<session>/data/nexscope-jiimore-product-discovery-<timestamp>.json (<cwd> is the working directory at script execution time, which in Claude Code is the current project directory; <session> is taken from the SESSION_ID environment variable, auto-grouped by user task; do not write to /tmp, error out if the current directory is not writable)
• Response body less than or equal to 8 KB: print the full JSON to stdout after saving to disk
• Response body greater than 8 KB: after saving, stdout prints only a summary (top-level fields, common counts like total/costToken, length of the largest list field + first 3 samples)
• Add --inline to force full output to stdout (still saves to disk)

Data Reading Tips: Check the summary first to determine if it is sufficient. When specific fields are needed, use jq or ConvertFrom-Json to extract from the saved JSON file on demand, avoiding loading the entire JSON into context.

Authentication

Set the NEXSCOPE_API_KEY environment variable. If authentication fails (401/402) or you see insufficient balance errors, visit https://www.nexscope.ai/help/skills-external-access?co-from=skillNS to get an API Key or top up credits.

Usage Examples

1. Find high-conversion wireless chargers in the US market

{
  "keyword": "wireless charger",
  "countryCode": "US",
  "clickConversionRateMin": 0.1,
  "sortField": "clickConversionRate",
  "sortType": "desc"
}

2. Discover fast-growing new products (listed within the last 6 months, weekly click growth greater than 20%)

{
  "keyword": "desk lamp",
  "countryCode": "US",
  "launchDateMin": "20250901000000",
  "clickCountGrowthT7Min": 0.2,
  "sortField": "clickCountGrowthT7",
  "sortType": "desc"
}

3. Find underpriced high-margin products with low competition (few reviews)

{
  "keyword": "phone stand",
  "countryCode": "US",
  "priceMin": 10,
  "priceMax": 30,
  "totalReviewsMax": 100,
  "grossProfitMarginMin": 0.3,
  "sortField": "gpm",
  "sortType": "desc"
}

4. Mine products from Chinese sellers with strong monthly click growth in the German market

{
  "keyword": "Handyhuelle",
  "countryCode": "DE",
  "sellerCountry": "CN",
  "clickCountGrowthT30Min": 0.15,
  "sortField": "clickCountGrowthT30",
  "sortType": "desc"
}

5. Find high-rated products with strong annual sales in the Japanese market

{
  "keyword": "ワイヤレスイヤホン",
  "countryCode": "JP",
  "customerRatingMin": 4.0,
  "salesVolumeT360Min": 1000,
  "sortField": "purchasedClicksT360",
  "sortType": "desc"
}

6. Identify niche opportunities with high composite conversion and multiple niche markets

{
  "keyword": "yoga mat",
  "countryCode": "US",
  "clickConversionRateCompositeMin": 0.15,
  "nicheCountMin": 3,
  "sortField": "clickConversionRateComposite",
  "sortType": "desc"
}

Display Rules

1. Present data clearly: Show query results in well-structured tables, including product title, ASIN, price, ratings, conversion rates, click counts, and growth rates
2. Rate formatting: Always display rate values as percentages for readability (e.g., show 0.12 as 12%). Remind users that the API accepts decimals (0-1)
3. Image display: When product image URLs are available, display the main product image alongside the data
4. Pagination awareness: When results span multiple pages, inform the user of the total count and current page, and offer to fetch additional pages
5. Keyword translation reminder: Remind users that keywords must be in the target marketplace language (English for US, Japanese for JP, German for DE)
6. Error handling: When a query fails, explain the reason based on the response and suggest adjusting query criteria
7. No subjective advice: Present factual product data without making subjective business recommendations

Important Limitations

• Keyword is mandatory: Every query requires a keyword; browsing without a keyword is not supported
• Three marketplaces only: Currently limited to US, JP, and DE
• Page size cap: Maximum 100 results per page
• Rate values: All rate/percentage parameters must be passed as decimals (0-1), not percentages
• Launch date format: Must follow the yyyyMMdd000000 format exactly (e.g., 20250101000000)

User Expression and Scenario Quick Reference

Applicable -- Product discovery and mining tasks:

User Says	Scenario
"Find hot products for keyword X"	Keyword-based product discovery
"High conversion products", "best sellers"	High-conversion product screening
"Fast growing products", "trending items"	Click growth-based discovery
"New products with high potential"	New listing + growth filtering
"Products with good margins", "profitable items"	Gross profit margin screening
"Low competition products", "few reviews"	Low-review opportunity mining
"Products from Chinese sellers"	Seller origin filtering
"Niche market opportunities"	Niche count-based discovery

Not applicable -- Needs beyond product discovery:

• ABA search term data and keyword analysis (use ABA Data Explorer)
• Advertising / PPC campaign management
• Product reviews and listing optimization
• Inventory management and supply chain
• Comprehensive market reports with profit/pricing strategy