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、流量占比和转化标记。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、查看哪些关键词为产品带来流量、分析特定ASIN的关键词表现、ASIN re...

Security Scan

The skill mostly does what its description claims (reverse-lookup ASIN keywords via LinkFox), but its declared metadata omits a required API key and there are minor documentation/end‑point concerns you should verify before installing.

Purpose & Capability

The skill's name/description (reverse ASIN keyword lookup using SIF data) aligns with the code and API references: the script and docs call the LinkFox tool gateway endpoint to fetch ASIN keyword data. The functionality requested (querying an external LinkFox API) is consistent with the stated purpose.

Instruction Scope

The SKILL.md and references/api.md instruct the agent to call https://tool-gateway.linkfox.com/sif/asinKeywords and to run scripts/sif_asin_keywords.py. Those runtime instructions also rely on an environment variable (LINKFOXAGENT_API_KEY) for Authorization. However, the skill metadata did not declare this required env var. The docs also describe a separate feedback endpoint (https://skill-api.linkfox.com/api/v1/public/feedback) that, if used, would send user-provided text to a different host — confirm whether/when feedback is sent and whether it includes user data.

Install Mechanism

Instruction-only install (no install spec) and an included Python script — nothing is downloaded from untrusted URLs. No package manager installs or archive extraction. This is lower-risk from an install mechanism perspective.

Credentials

The code and API reference require an API key read from LINKFOXAGENT_API_KEY, but the skill metadata lists no required env vars or primary credential. The single API key is proportionate to the purpose, but its omission from declared requirements is an inconsistency that should be fixed. Also confirm the API key's scope and lifetime — it grants the skill network access to an external service and could be abused if leaked.

Persistence & Privilege

The skill does not request always: true and does not appear to modify other skills or system-wide settings. It runs on-demand and prints responses; no persistent privileges were requested.

What to consider before installing

Key issues to check before installing: - The skill uses an API key (LINKFOXAGENT_API_KEY) but the skill metadata does not declare it; ask the publisher to declare required env vars and provide guidance on obtaining and scoping the key. - Verify you trust the endpoints: tool-gateway.linkfox.com (primary API) and skill-api.linkfox.com (feedback). Confirm privacy: ASINs, keywords, and any user messages will be sent to those remote hosts. - Confirm the API key's permissions, expiration, and whether it can be scoped or revoked. Prefer using a dedicated, minimal-scope key for this skill. - Because the skill executes a Python script that makes outbound HTTP requests, run it in a sandbox or review the script locally if you are cautious. - Ask the publisher to remove or clearly document the feedback endpoint usage and whether feedback is sent automatically or only when the user explicitly triggers it. If you cannot verify the key source or the endpoints' trustworthiness, treat the skill as untrusted. If you proceed, set the API key in a restricted environment (not a shared/system-wide secret) and monitor network activity.

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

Field	API Name	Description	Example
Keyword	keyword	The search keyword driving traffic	wireless charger
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
Traffic Share	trafficShare	Share of traffic this keyword contributes to the ASIN (1 = 100%)	0.05
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	2025-03-20
Last Ad Rank Time	lastAdRankTime	When the product last had a valid SP ad rank for this keyword	2025-03-20
Update Time	updateTime	When the keyword data was last updated	2025-03-21

Supported Marketplaces

US (United States), CA (Canada), MX (Mexico), UK (United Kingdom), DE (Germany), FR (France), IT (Italy), ES (Spain), JP (Japan), IN (India), AU (Australia), BR (Brazil), NL (Netherlands), SE (Sweden), PL (Poland), TR (Turkey), AE (United Arab Emirates), SA (Saudi Arabia), SG (Singapore)

Default marketplace is US. Use US when the user does not specify a marketplace.

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.
• conditions (string): Comma-separated condition filters. Available values:
  • nfPosition -- organic traffic keywords
  • isSpAd -- SP ad keywords
  • isBrandAd -- brand ad keywords
  • isVedioAd -- video ad keywords
  • isAC -- Amazon's Choice keywords
  • isER -- Editorial Recommendations keywords
  • isTr -- Top Rated keywords
  • isMainKw -- main traffic keywords
  • isAccurateKw -- precise traffic keywords
  • isAccurateAboveKw -- precise high-volume 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
• 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 the correct marketplace code.
2. Use keyword filtering: When the user is interested in specific keywords, pass the keyword parameter to narrow results.
3. Apply condition filters: Use conditions to focus on specific keyword types (e.g., only organic keywords, only purchase-converting keywords).
4. Choose appropriate sorting: Sort by estSearchesNum for highest search volume keywords, or by lastRank for best-ranking keywords.
5. 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 main traffic keywords that are converting (purchase keywords)

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

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 high conversion

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

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. Traffic share formatting: Display traffic share as a percentage (multiply by 100). For example, 0.05 should be shown as 5%.
4. Marker translation: Translate marker arrays into human-readable labels. For example, ["isMainKw", "isAccurateKw"] should display as "Main Traffic, Precise Traffic".
5. 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.
6. Pagination notice: When results have more pages, inform the user of the total count and suggest fetching additional pages.
7. Error handling: When a query fails, explain the reason based on the msg field and suggest adjusting query parameters.
8. 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.
• 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

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.

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