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、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、按周/月/最近N天的关键词时间窗、ASIN reverse keyword lookup, traffic keywords, organic ranking, ad ranking, search volume, SIF

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. 调用方式 API 端点： POST /sif/asinKeywords （完整参数/响应/错误码见 references/api.md ） Python 脚本： python scripts/sif asin keywords.py '<JSON 参数 ' [ inline] 成本约束：本工具会消耗积分；同一会话同一参数组合默认只调用一次，脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探；需要继续检索时先向用户说明会产生额外消耗。输出策略（脚本默认行为）：始终将完整响应写入 <cwd /linkfox/<YYYY MM DD /<session /data/linkfox sif asin keywords <timestamp .json （ <cwd 为脚本执行时的工作目录，在 Claude Code 里即当前项目目录； <session 取自环境变量 SESSION ID ，按用户任务自动聚合；禁止写入 /tmp ，当前目录不可写则报错）响应体 ≤ 8 KB：落盘后把完整 JSON 打印到 stdout 响应体 8 KB：落盘后 stdout 只输出摘要（顶层字段、常见计数如 total / costToken 、最大列表字段的长度 + 前 3 条样本）加 inline 强制全量打印到 stdout（同样落盘）读数据建议：先看摘要判断是否足够；需要具体字段时优先用 jq 或 ConvertFrom Json 从保存的 json 文件按需抽取，避免整份 JSON 进入上下文。解决认证和积分问题发生以下异常情况时，采用 references/onboarding.md 引导解决问题：异常情况未配置API Key ：环境变量未配置 LINKFOX AGENT API KEY ，也未配置 LINKFOXAGENT API KEY 。响应401或402状态码响应提示积分或余额不足：消息含"积分余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值"，或类似含义的内容。 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=month → YYYY 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 2. Find organic traffic keywords only 3. Find keywords containing "charger" sorted by search volume (ascending) 4. Find high converting keywords 5. Find SP ad keywords on the Japan marketplace 6. Find precise long tail keywords with stable conversion 7. Find newly entered SP traffic keywords in April 2026 8. Find keywords whose search volume is trending up 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 as

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