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Skillslinkfox-jiimore-get-niche-info-by-asin

linkfox-jiimore-get-niche-info-by-asin

Data & analytics

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Updated 10-16 00:00

About this skill

Jiimore Niche Info by ASIN

This skill guides you on how to query and analyze Amazon niche market data by a reference ASIN, helping Amazon sellers evaluate market segments for competitive intensity, brand maturity, pricing structure, and entry opportunity.

How to call

  • API endpoint：POST /jiimore/getNicheInfoByAsin(for full parameters/responses/error codes, see references/api.md）
  • Python script：python scripts/jiimore_get_niche_info_by_asin.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 switch ASINs, change countries, or relax filters to probe repeatedly; if further retrieval is needed, first explain to the user that it will incur additional consumption.

Output strategy (default script behavior)：

  • Alwayswrite the full response to <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-jiimore-get-niche-info-by-asin-<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 variable SESSION_ID, automatically aggregated according to the user's task;writing to /tmp is prohibited, and if the current directory is not writable, report an error)
  • Response body ≤ 8 KB: after writing to disk, print the full JSON to stdout
  • Response body > 8 KB: after writing to disk, stdout outputs only a summary (top-level fields, common counts such as costToken, the length of the largest list field + the first 3 samples)
  • Add --inline to force full printing to stdout (also written to disk)

Data reading suggestions: First look at the summary to judge whether it is sufficient; when specific fields are needed, prefer using jqorConvertFrom-Json to extract on demand from the saved json file, avoiding bringing the entire JSON into 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, and LINKFOXAGENT_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.

Core Concepts

A niche (sub-market segment) is a grouping of products that share a common keyword theme on Amazon. Given a reference ASIN, this tool finds the niche segments that ASIN belongs to and returns rich analytical dimensions for each, including search volume, sales volume, click-through rates, brand count, top-brand concentration, new product launch success rates, CPC estimates, and a composite demand score. Data is available for US, JP, and DE marketplaces.

ASIN is required: Every query must include an asin. The tool locates the niche segments associated with that ASIN and returns them with detailed metrics. Use this when the user already has a specific product (ASIN) in hand and wants to understand the market segments it competes in — as opposed to keyword-driven niche discovery.

Percentage fields: Several parameters and response fields use a 0-1 decimal range representing 0%-100%. When displaying these values to users, convert them to percentages (e.g., 0.35 -> 35%).

Demand score: The demand field is a composite opportunity score assigned to each niche. A higher value indicates greater market demand potential.

Parameter Guide

Required

Parameter Type Description
asin string Reference product ASIN. The tool finds niche segments associated with this ASIN.

Marketplace & Count

Parameter Type Default Description
countryCode string US Country code: US, JP, DE
count integer 10 Number of niche segments to return

Filter Parameters (all optional, min/max ranges)

Product & Pricing:

Parameter Type Description
productCountMin / productCountMax integer Product count range
avgPriceMin / avgPriceMax number Average price range

Search & Sales (7-day):

Parameter Type Description
searchVolumeT7Min / searchVolumeT7Max integer Weekly search volume range
unitsSoldT7Min / unitsSoldT7Max integer Weekly units sold range
clickCountT7Min / clickCountT7Max integer Weekly click count range
clickConversionRateT7Min / clickConversionRateT7Max number Weekly click conversion rate (0-1)

Brand Metrics:

Parameter Type Description
brandCountMin / brandCountMax integer Number of brands in niche
top5BrandsClickShareMin / top5BrandsClickShareMax number Top 5 brands click share (0-1)
avgBrandAgeMin / avgBrandAgeMax number Average brand age (current)
avgBrandAgeQoqMin / avgBrandAgeQoqMax number Average brand age (90-day)
avgBrandAgeYoyMin / avgBrandAgeYoyMax number Average brand age (360-day)

Seller Metrics:

Parameter Type Description
avgSellingPartnerAgeMin / avgSellingPartnerAgeMax number Average seller age (current)
avgSellingPartnerAgeQoqMin / avgSellingPartnerAgeQoqMax number Average seller age (90-day)
avgSellingPartnerAgeYoyMin / avgSellingPartnerAgeYoyMax number Average seller age (360-day)

Competition & Advertising:

Parameter Type Description
top5ProductsClickShareMin / top5ProductsClickShareMax number Top 5 products click share (0-1)
sponsoredProductsPercentageMin / sponsoredProductsPercentageMax number SP ad percentage (0-1)
cpcMediumMin / cpcMediumMax number CPC median value range

New Product & Returns:

Parameter Type Description
launchRateT180Min / launchRateT180Max number 180-day new product success rate (0-1)
returnRateT360Min / returnRateT360Max number 360-day return rate (0-1)

Usage Examples

1. Basic niche exploration by ASIN Find the niche segments associated with ASIN B0D9NWVC6Z in the US market:

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "US",
  "count": 10
}

2. Low-competition niche filtering by ASIN Find niches for an ASIN where the top 5 brands hold less than 50% click share and brand count exceeds 20:

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "US",
  "count": 20,
  "top5BrandsClickShareMax": 0.5,
  "brandCountMin": 20
}

3. High-demand, high-conversion niches by ASIN Find niches for an ASIN with weekly search volume above 10000 and click conversion rate above 10%:

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "US",
  "searchVolumeT7Min": 10000,
  "clickConversionRateT7Min": 0.1
}

4. New product opportunity analysis by ASIN Find niches for an ASIN with high new product success rate (above 20%) and low return rate (below 5%):

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "US",
  "launchRateT180Min": 0.2,
  "returnRateT360Max": 0.05
}

5. Japanese market niche research by ASIN Explore niches associated with an ASIN in the Japan market:

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "JP",
  "count": 10
}

6. Price-range-specific niche analysis by ASIN Find niches for an ASIN with average price between $20 and $50 and low advertising saturation:

{
  "asin": "B0D9NWVC6Z",
  "countryCode": "US",
  "avgPriceMin": 20,
  "avgPriceMax": 50,
  "sponsoredProductsPercentageMax": 0.3
}

Display Rules

  1. Present data clearly: Show query results in well-structured tables. Convert decimal ratios to percentages for readability (e.g., 0.25 -> 25%).
  2. Highlight key metrics: Always surface the niche title, demand score, weekly search volume, weekly sales, brand count, and top 5 brands click share as primary columns.
  3. Translate niche titles: When the translationZh field is present and the user prefers Chinese, show it alongside the original nicheTitle.
  4. Empty result handling: When the response indicates no matching niche info (errcode 10000), explain that no niches matched the filters and suggest broadening ranges or verifying the ASIN.
  5. Error handling: When a query fails, explain the reason based on the response message and suggest adjusting filter criteria (e.g., broadening ranges or checking the ASIN/country).
  6. CPC display: When CPC data is present, show all three tiers (low, medium, high) to give a complete advertising cost picture.
  7. No subjective advice: Present data objectively without adding unsolicited business recommendations. Only provide interpretation when explicitly requested by the user.

Important Limitations

  • Supported marketplaces: Only US, JP, and DE are available. Other marketplace codes will be rejected.
  • ASIN required: Every query must include an ASIN. The API will not return results without one.
  • No pagination/sorting: This endpoint returns a fixed number of niches via count (default 10); it does not expose page/pageSize/sort parameters. Use the keyword-based niche skill when sorting or deeper pagination is needed.
  • Percentage values: All rate/share parameters use 0-1 range, not 0-100. Ensure correct values when constructing filters.

User Expression & Scenario Quick Reference

Applicable -- Niche-level market segment analysis driven by a reference ASIN:

User Says Scenario
"Which niches does this ASIN belong to" ASIN-to-niche mapping
"Analyze the market for ASIN XXXXX" ASIN-driven niche assessment
"How competitive is the niche this product is in" Monopoly / brand concentration by ASIN
"Find low-competition niches for this ASIN" Blue ocean segment filtering
"What's the new product success rate for this ASIN's niches" New entrant viability
"Show me niche data for this product" General niche exploration by ASIN
"What's the CPC / ad cost for this ASIN's niches" Advertising cost analysis
"Brand concentration in this ASIN's market" Brand dominance assessment

Not applicable -- Needs beyond ASIN-driven niche segment data:

  • Keyword-driven niche discovery (use the keyword-based niche skill instead)
  • Individual ASIN performance or sales estimation
  • Search term ranking trends (use ABA data tools instead)
  • Advertising campaign management or bid optimization
  • Product review analysis or listing optimization

Boundary judgment: When users say "market research" or "product opportunity" while holding a specific ASIN, if their intent focuses on evaluating the competitive landscape and demand potential of the niche segments that ASIN competes in, this skill applies. If they need keyword-driven discovery, ASIN-level sales estimates, or comprehensive business strategy, direct them to the appropriate tool.

Compute consumption rules

Consumes 9 compute.

Users pay fees due to compute consumption. Please fully assess: when this skill needs to be called frequently, or 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:

  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. 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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