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linkfox-ai

Sif Asin Keywords

by linkfox-ai · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install linkfox-sif-asin-keywords
Description
使用SIF数据反查任意亚马逊ASIN的流量关键词,包括自然排名、广告排名、搜索量、流量占比、自然/付费得分、ABA TOP3点击集中度、点击转化率、搜索量同比涨跌及周/月时间窗。当用户提到ASIN关键词分析、ASIN反查、流量关键词研究、自然排名查询、广告排名查询、关键词位置追踪、SIF关键词数据、竞品关键词窥探...
README (SKILL.md)

SIF ASIN Keyword Analysis

This skill guides you on how to query and analyze traffic keywords for a specific Amazon ASIN, helping Amazon sellers understand which keywords drive traffic to a product and how that product ranks for each keyword.

Core Concepts

SIF ASIN Keyword data reveals the keywords that bring traffic to a specific Amazon product (ASIN). For each keyword, you can see the product's organic search rank, SP ad rank, search volume, traffic share, display position types, and various performance markers. This is the go-to tool for reverse ASIN keyword lookup.

Single-ASIN limitation: This tool queries one ASIN at a time. If the user wants to compare multiple ASINs, you must make separate queries for each.

Ranking logic: A smaller rank value means a better (higher) position. Rank 1 means the product appears first in search results. When a user says "ranking improved", the numeric value decreased; "ranking dropped" means the value increased.

Data Fields

Per-keyword record (each element of data)

Field API Name Description Example
Keyword keyword The search keyword driving traffic wireless charger
Keyword Translation translateKeyword Localized keyword translation for the marketplace 无线充电器
ASIN asin The product ASIN being queried B0XXXXXXXX
Organic Rank productNaturalRank Product's position in organic search results 5
Organic Rank (Display) naturalRankDisplay Organic rank as display text 5
Ad Rank productAdRank Product's position in SP ad results 3
Ad Rank (Display) adRankDisplay Ad rank as display text 3
Weekly Search Volume weeklySearchVolume Estimated weekly searches for this keyword 125000
Keyword Popularity Rank keywordPopularityRank Keyword's search volume rank among all keywords (lower = more popular) 203
Total Search Result Products totalSearchResultProductCount Total products shown under this keyword (organic + ads + recommendations) 1280
Traffic Share trafficShare Share of traffic this keyword contributes to the ASIN (1 = 100%) 0.05
Natural Traffic Share naturalTrafficShare Organic exposure score / total score 0.62
Paid Traffic Share paidTrafficShare Paid-ad exposure score / total score (SP + SB + SBV + recAd) 0.31
Natural Traffic Score naturalTrafficScore Organic search exposure score for this ASIN on this keyword (0 = none) 4.2
SP Ads Score sponsoredProductsScore Sponsored Products regular-slot score (excludes SP recommendation slots) 2.1
Brand Ad (SB) Score brandAdScore Sponsored Brands total score (standard + video) 0.8
Video Ad (SBV) Score videoAdScore Sponsored Brands Video score 0.3
SP Recommendation Score sponsoredRecommendationScore Combined score across SP recommendation slots (Trending now, Seen on social media, Customers frequently viewed, 4 stars and above, etc.) 1.4
SP Recommendation Breakdown sponsoredRecommendationBreakdown Array of {title, score, scoreRatio} per SP recommendation slot [{"title":"Trending now","score":0.8,"scoreRatio":0.57}]
ABA TOP3 Click Concentration clickConcentrationShare Whether clicks under this keyword concentrate on the top ASINs (NOT a conversion rate) 0.42
Click-to-Purchase Conversion clickToPurchaseConversionRate purchaseQty / clickQty at the keyword level 0.037
Display Position Types displayPositionTypes Where the product appears: natural, ac, sp, top, bottom, er, vedio, tr, trfob ["natural", "sp"]
Traffic Characteristic Markers trafficCharacteristicMarkers Traffic feature tags: isMainKw, isAccurateKw, isAccurateAboveKw, isAccurateTailKw ["isMainKw"]
Conversion Performance Markers conversionPerformanceMarkers Conversion tags: isPurchaseKw, isQualityKw, isStableKw, isLossKw, isInvalidKw ["isPurchaseKw"]
Last Organic Rank Time lastNaturalRankTime When the product last had a valid organic rank for this keyword 2026-04-20
Last Ad Rank Time lastAdRankTime When the product last had a valid SP ad rank for this keyword 2026-04-20
Period End Date periodEndDate End date of the current (weekly) period = start-week + 7 days 2026-04-27
Update Time updateTime When the keyword data was last updated 2026-04-21

Top-level response fields (alongside data)

Field API Name Description
Is Parent ASIN isParentAsin Whether the queried ASIN is a parent (variation hub)
Has Variants hasVaiants Whether the ASIN has variants
Latest ABA Week abaCreateDateWeek Latest ABA weekly data reference date

Supported Marketplaces

13 marketplaces: US (United States), UK (United Kingdom), DE (Germany), CA (Canada), JP (Japan), FR (France), ES (Spain), IT (Italy), MX (Mexico), AU (Australia), AE (United Arab Emirates), BR (Brazil), SA (Saudi Arabia).

Default marketplace is US. Use US when the user does not specify a marketplace. Codes outside this list will be rejected by the API pattern.

API Usage

This tool calls the LinkFox tool gateway API. See references/api.md for calling conventions, request parameters, and response structure. You can also execute scripts/sif_asin_keywords.py directly to run queries.

Parameter Guide

Required Parameter

  • asin (string, required): The Amazon ASIN to look up. Only one ASIN per request.

Optional Parameters

  • country (string, default US): Marketplace code. See Supported Marketplaces above.

  • keyword (string): Filter results to keywords containing this text. Translate the keyword into the language of the target marketplace when possible.

  • timePieceType (string, default latelyDay): Time window type — latelyDay (most recent N days), month (specific month), week (specific week).

  • timePieceValue (string, default 7): Value paired with timePieceType.

    • When timePieceType=latelyDay → only 7 or 30 are supported
    • When timePieceType=monthYYYY-MM (e.g. 2026-04)
    • When timePieceType=week → the week's start date YYYY-MM-DD (e.g. 2026-04-13)
  • conditions (string): Comma-separated condition filters. Flag-style filters:

    • nfPosition -- organic traffic keywords
    • isSpAd -- SP ad keywords
    • isBrandAd -- brand ad keywords
    • isVedioAd -- video ad keywords
    • isAC -- Amazon's Choice keywords
    • isAccurateKw -- precise traffic keywords
    • isAccurateTailKw -- precise long-tail keywords
    • isPurchaseKw -- purchase-converting keywords
    • isQualityKw -- high-quality conversion keywords
    • isStableKw -- stable conversion keywords
    • isLossKw -- conversion-loss keywords
    • isInvalidKw -- invalid-exposure keywords
    • isMultiVariantKw -- keywords ranking organically across multiple variants
    • isSearchVolUpKw -- keywords whose search volume increased year-over-year
    • isSearchVolDownKw -- keywords whose search volume decreased year-over-year

    Period-count filters (all / new-in):

    • totalPeriod.in -- newly-entered traffic keywords this period
    • nfKeywordCnt.total / nfKeywordCnt.in -- keywords with (new) organic exposure
    • adKeywordCnt.total / adKeywordCnt.in -- keywords with (new) ad exposure
    • allSpKeywordCnt.total / allSpKeywordCnt.in -- (new) SP-ad keywords (regular + recommendation)
    • spKeywordCnt.total / spKeywordCnt.in -- (new) SP regular keywords
    • recSpKeywordCnt.total / recSpKeywordCnt.in -- (new) SP recommendation keywords
    • allSbKeywordCnt.total / allSbKeywordCnt.in -- (new) SB-ad keywords
    • sbKeywordCnt.total / sbKeywordCnt.in -- (new) SB regular keywords
    • sbvKeywordCnt.total / sbvKeywordCnt.in -- (new) SBV keywords
  • sortBy (string): Sort field. Options: lastRank (organic rank), adLastRank (ad rank), updateTime (update time), searchesRank (search popularity rank), estSearchesNum (monthly search volume).

  • desc (boolean, default true): Sort in descending order. Set to false for ascending.

  • pageNum (integer, default 1): Page number for pagination.

  • pageSize (integer, default 100, range 10-100): Number of results per page.

Building Effective Queries

  1. Always specify the marketplace: Set country to one of the 13 supported codes.
  2. Pick the right time window: The default is the latest 7 days. Pass timePieceType=month + timePieceValue=YYYY-MM for a specific month, or timePieceType=week + timePieceValue=YYYY-MM-DD for a specific ABA week.
  3. Use keyword filtering: When the user is interested in specific keywords, pass the keyword parameter to narrow results.
  4. Apply condition filters: Use conditions to focus on specific keyword types (e.g., only organic keywords, only purchase-converting keywords, or newly-entered SP keywords via spKeywordCnt.in).
  5. Choose appropriate sorting: Sort by estSearchesNum for highest search volume keywords, or by lastRank for best-ranking keywords.
  6. Handle pagination: The API returns at most 100 results per page. Use pageNum to retrieve additional pages if the total exceeds 100.

Usage Examples

1. Find all traffic keywords for an ASIN on the US marketplace

asin: "B0XXXXXXXX", country: "US"

2. Find organic traffic keywords only

asin: "B0XXXXXXXX", country: "US", conditions: "nfPosition"

3. Find keywords containing "charger" sorted by search volume (ascending)

asin: "B0XXXXXXXX", country: "US", keyword: "charger", sortBy: "estSearchesNum", desc: false

4. Find high-converting keywords

asin: "B0XXXXXXXX", country: "US", conditions: "isPurchaseKw,isQualityKw"

5. Find SP ad keywords on the Japan marketplace

asin: "B0XXXXXXXX", country: "JP", conditions: "isSpAd", sortBy: "adLastRank", desc: false

6. Find precise long-tail keywords with stable conversion

asin: "B0XXXXXXXX", country: "US", conditions: "isAccurateTailKw,isStableKw"

7. Find newly-entered SP traffic keywords in April 2026

asin: "B0XXXXXXXX", country: "US", timePieceType: "month", timePieceValue: "2026-04", conditions: "spKeywordCnt.in"

8. Find keywords whose search volume is trending up

asin: "B0XXXXXXXX", country: "US", conditions: "isSearchVolUpKw", sortBy: "estSearchesNum", desc: true

Display Rules

  1. Present data only: Show query results in clear tables without subjective business advice.
  2. Ranking clarification: When showing ranking data, remind users that lower numeric values mean better (higher) positions.
  3. Share formatting: Display trafficShare, naturalTrafficShare, paidTrafficShare, and clickConcentrationShare as percentages (multiply by 100). For example, 0.05 should be shown as 5%.
  4. Click concentration wording: clickConcentrationShare measures how concentrated clicks are on top ASINs under the keyword — it is NOT a conversion rate. Label it clearly so users don't confuse it with clickToPurchaseConversionRate.
  5. Period disclosure: When showing counts sourced from *.in/*.total filters or comparing numbers, annotate the period range — default is last 7 days; if timePieceType=month or week is set, surface the resolved period (periodEndDate / abaCreateDateWeek).
  6. Marker translation: Translate marker arrays into human-readable labels. For example, ["isMainKw", "isAccurateKw"] should display as "Main Traffic, Precise Traffic".
  7. Display position translation: Translate position type arrays into readable labels: natural = Organic, ac = Amazon's Choice, sp = SP Ad, top = Top Brand Ad, bottom = Bottom Brand Ad, er = Editorial Recommendation, vedio = Video Ad, tr = Top Rated, trfob = Top Rated Frequently Bought.
  8. Pagination notice: When results have more pages, inform the user of the total count and suggest fetching additional pages.
  9. Error handling: When a query fails, explain the reason based on the msg field and suggest adjusting query parameters.
  10. Multi-ASIN requests: If the user asks about multiple ASINs, make separate API calls for each and present the results together.

Important Limitations

  • Single ASIN per request: Only one ASIN can be queried at a time.
  • Page size cap: Maximum 100 results per page.
  • Time window granularity: timePieceType=latelyDay only supports timePieceValue=7 or 30; arbitrary N-day windows are not supported.
  • Marketplace coverage: 13 marketplaces only — IN / NL / SE / PL / TR / SG are no longer available.
  • Keyword language: The keyword filter should ideally be in the language of the target marketplace.

User Expression & Scenario Quick Reference

Applicable -- Keyword analysis for specific Amazon products:

User Says Scenario
"What keywords does this ASIN rank for" Reverse ASIN keyword lookup
"Show me the traffic keywords for B0XXX" Traffic keyword analysis
"What's the organic rank for this product" Organic ranking check
"Which keywords is this product advertising on" Ad keyword analysis
"Find high-converting keywords for this ASIN" Conversion keyword mining
"What are the main traffic sources for this product" Main traffic keyword identification
"Show me keywords with lost conversions" Conversion loss diagnosis
"Which keywords have Amazon's Choice badge" AC keyword discovery
"Compare keyword rankings for my ASIN" Keyword position analysis
"Which new SP keywords did this ASIN get last month" New-in period keyword discovery (spKeywordCnt.in + month window)
"Keywords whose search volume is trending up YoY" Search-volume trend filter (isSearchVolUpKw)
"Is click concentration high on this keyword" ABA TOP3 click concentration read
"Keyword click-to-purchase conversion" Per-keyword conversion check

Not applicable -- Needs beyond single-ASIN keyword lookup:

  • Broad keyword research not tied to a specific ASIN (use ABA data tools instead)
  • Product reviews, listing copywriting
  • Sales estimation, revenue analysis
  • Advertising campaign management (bids, budgets)
  • Category-wide keyword trends without a specific ASIN

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.


For more high-quality, professional cross-border e-commerce skills, set LinkFox Skills.

Usage Guidance
This skill contacts an external LinkFox gateway (https://tool-gateway.linkfox.com) and requires an API key (LINKFOXAGENT_API_KEY) to work, but the registry metadata failed to declare that credential. Before installing or providing any API key: (1) Confirm you trust the LinkFox domains and the publisher (the metadata owner id is listed but no homepage was provided). (2) Treat the API key as sensitive — it authorizes requests that will include queried ASINs and any keyword filters. Prefer an account/key with minimal privileges and consider using a scoped or ephemeral key. (3) Ask the publisher to update the skill metadata to list LINKFOXAGENT_API_KEY as a required env var so the security posture is transparent. (4) Note small doc/code mismatches (supported marketplace lists differ slightly between docs and script); these appear non-malicious but indicate the package may be lightly maintained. If you cannot verify the external service or do not want to share an API key, do not install or run this skill.
Capability Analysis
Type: OpenClaw Skill Name: linkfox-sif-asin-keywords Version: 1.0.1 The skill bundle is a legitimate tool for Amazon ASIN keyword analysis using the SIF data service. The Python script (sif_asin_keywords.py) safely interacts with a specific API endpoint (tool-gateway.linkfox.com) using standard libraries and environment variables for authentication, while the documentation (SKILL.md and api.md) provides clear, task-aligned instructions for the AI agent without any evidence of malicious intent or data exfiltration.
Capability Tags
cryptocan-make-purchasesrequires-sensitive-credentials
Capability Assessment
Purpose & Capability
The name/description (reverse-ASIN keyword lookup using SIF) matches the shipped docs and script which call https://tool-gateway.linkfox.com/sif/asinKeywords. However the registry metadata lists no required environment variables or primary credential while both references/api.md and scripts/sif_asin_keywords.py require an API key in the environment (LINKFOXAGENT_API_KEY). A required credential omission in the metadata is a meaningful incoherence.
Instruction Scope
SKILL.md and references/api.md instruct the agent to call a specific remote API and provide example curl/python usage; the runtime script performs only parameter validation and an authenticated POST to the documented endpoint. The instructions do not direct reading unrelated local files or exfiltrating unrelated system data.
Install Mechanism
No install spec or remote downloads are present — the package is instruction + a small Python script. That minimizes install-time risk. The included script uses only stdlib networking (urllib) and JSON.
Credentials
The code and API reference require LINKFOXAGENT_API_KEY (Authorization header), but the registry metadata declared 'Required env vars: none' and 'Primary credential: none'. Asking for a network-accessible API key is proportionate to the stated purpose, but the missing declaration is an important mismatch users must know about before supplying credentials. Also the script will send ASINs and any provided keyword filters to an external service, so the API key would allow that service to receive queries made by the agent.
Persistence & Privilege
The skill is not marked always:true and does not request modification of other skills or system-wide config. It does not persist to system config or request elevated privileges.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install linkfox-sif-asin-keywords
  3. After installation, invoke the skill by name or use /linkfox-sif-asin-keywords
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Update from 1.0.0 to 1.0.1
v1.0.0
Initial release
Metadata
Slug linkfox-sif-asin-keywords
Version 1.0.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Sif Asin Keywords?

使用SIF数据反查任意亚马逊ASIN的流量关键词,包括自然排名、广告排名、搜索量、流量占比、自然/付费得分、ABA TOP3点击集中度、点击转化率、搜索量同比涨跌及周/月时间窗。当用户提到ASIN关键词分析、ASIN反查、流量关键词研究、自然排名查询、广告排名查询、关键词位置追踪、SIF关键词数据、竞品关键词窥探... It is an AI Agent Skill for Claude Code / OpenClaw, with 108 downloads so far.

How do I install Sif Asin Keywords?

Run "/install linkfox-sif-asin-keywords" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Sif Asin Keywords free?

Yes, Sif Asin Keywords is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Sif Asin Keywords support?

Sif Asin Keywords is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Sif Asin Keywords?

It is built and maintained by linkfox-ai (@linkfox-ai); the current version is v1.0.1.

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