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linkfox-sif-asin-keywords

Marketing & growth

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Updated 10-15 09:06

About this skill

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 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
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.

How to call

  • API endpoint：POST /sif/asinKeywords(for complete parameters/response/error codes, see references/api.md）
  • Python script：python scripts/sif_asin_keywords.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 keywords, paginate, or change zip codes to probe continuously; if continued retrieval is needed, first explain to the user that additional consumption will be incurred.

Output strategy (default script behavior)：

  • Alwayswrite the complete response to <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-sif-asin-keywords-<timestamp>.json（<cwd> is the working directory when the script is executed, 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, if the current directory is not writable, report an error)
  • Response body ≤ 8 KB: after saving to disk, print the complete JSON to stdout
  • Response body > 8 KB: after saving to disk, stdout outputs only a summary (top-level fields, common counts such as total/costToken, length of the largest list field + first 3 samples)
  • Add --inline to force full printing to stdout (also saved to disk)

Data reading suggestions: first look at the summary to determine 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 problem 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.

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

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

Compute consumption rules

Consumes 9 compute.

Users will 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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