SEO Keyword Clustering
AgriciDaniel/claude-seo
Clusters keywords by how much their search results overlap and designs a hub-and-spoke content plan with an internal link matrix and an interactive cluster map.
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…
Install Linkfox Sif Asin Keywords
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywords --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .claude/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .claude/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywordsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywords --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .agents/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .agents/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywords --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .cursor/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .cursor/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/linkfox-ai/linkfox-skills.git --path skills/linkfox-sif-asin-keywords--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywords --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .gemini/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .gemini/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywordsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .github/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .github/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install linkfox-ai/linkfox-skills linkfox-sif-asin-keywords --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/linkfox-sif-asin-keywords .opencode/skills/linkfox-sif-asin-keywords && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "linkfox-sif-asin-keywords" agent skill from https://github.com/linkfox-ai/linkfox-skills/tree/main/skills/linkfox-sif-asin-keywords into .opencode/skills/linkfox-sif-asin-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linkfox-sif-asin-keywords", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
linkfox-sif-asin-keywords- GitHub stars
- 107
- Used in
- 1 other repo
- Token cost
- ~4.1k tokens
- SKILL.md length
- 1,779 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 177
- Repo updated
- First seen
- Licence
- MIT
At a glance
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…
- Works in 6 steps: Always specify the marketplace: Set… → Pick the right time window: The default… → Use keyword filtering: When the user is… → …
- Tasks that involve Keyword research
- SKILL.md covers Core Concepts, Data Fields, Supported Marketplaces and 调用方式, plus 7 more sections
- Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY
What it does
Linkfox Sif Asin Keywords is an agent skill from linkfox-ai/linkfox-skills. 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 keywords, competitor keyword reverse lookup, click concentration, click-to-purchase conversion, week-over-week search volume时触发此技能。即使用户未明确提及"SIF"，只要其需求涉及查找与特定亚马逊商品（ASIN）关联的关键词，也应触发此技能。
Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/onboarding.py`).
It sits in Marketing & SEO, covering Keyword research. The licence is MIT.
When your agent uses it
- Tasks that involve Keyword research
Example prompts
- “/linkfox-sif-asin-keywords”
Requirements
- Python 3
- A credential in LINKFOX_AGENT_API_KEY
- A credential in LINKFOXAGENT_API_KEY
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Always specify the marketplace: Set country to one of the 13 supported codes.
- Pick the right time window: The default is the latest 7 days. Pass timePieceType=month + timePieceValue=YYYY-MM for a specific month, or…
- Use keyword filtering: When the user is interested in specific keywords, pass the keyword parameter to narrow results.
- Apply condition filters: Use conditions to focus on specific keyword types (e.g., only organic keywords, only purchase-converting…
- Choose appropriate sorting: Sort by estSearchesNum for highest search volume keywords, or by lastRank for best-ranking keywords.
- Handle pagination: The API returns at most 100 results per page. Use pageNum to retrieve additional pages if the total exceeds 100.
What it can do on your machine
Read from SKILL.md and the folder at commit 38fef04. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
skill.linkfox.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
LINKFOX_AGENT_API_KEYLINKFOXAGENT_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Linkfox Sif Asin Keywords loads about 4.1k tokens when it runs, and up to ~7k if it reads all its reference files. Until then it costs about 128 tokens; SKILL.md has 1,779 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 1,779 words, ~4,066 tokens.
Download SKILL.mdSave it as
.claude/skills/linkfox-sif-asin-keywords/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- 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、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 keywords, competitor keyword reverse lookup, click concentration, click-to-purchase conversion, week-over-week search volume时触发此技能。即使用户未明确提及"SIF"，只要其需求涉及查找与特定亚马逊商品（ASIN）关联的关键词，也应触发此技能。
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：本工具会消耗算力；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。
解决认证和算力问题
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
- 响应提示算力或余额不足：消息含"算力余额不足/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 withtimePieceType.- When
timePieceType=latelyDay→ only7or30are supported - When
timePieceType=month→YYYY-MM(e.g.2026-04) - When
timePieceType=week→ the week's start dateYYYY-MM-DD(e.g.2026-04-13)
- When
conditions (string): Comma-separated condition filters. Flag-style filters:
nfPosition-- organic traffic keywordsisSpAd-- SP ad keywordsisBrandAd-- brand ad keywordsisVedioAd-- video ad keywordsisAC-- Amazon's Choice keywordsisAccurateKw-- precise traffic keywordsisAccurateTailKw-- precise long-tail keywordsisPurchaseKw-- purchase-converting keywordsisQualityKw-- high-quality conversion keywordsisStableKw-- stable conversion keywordsisLossKw-- conversion-loss keywordsisInvalidKw-- invalid-exposure keywordsisMultiVariantKw-- keywords ranking organically across multiple variantsisSearchVolUpKw-- keywords whose search volume increased year-over-yearisSearchVolDownKw-- keywords whose search volume decreased year-over-year
Period-count filters (all / new-in):
totalPeriod.in-- newly-entered traffic keywords this periodnfKeywordCnt.total/nfKeywordCnt.in-- keywords with (new) organic exposureadKeywordCnt.total/adKeywordCnt.in-- keywords with (new) ad exposureallSpKeywordCnt.total/allSpKeywordCnt.in-- (new) SP-ad keywords (regular + recommendation)spKeywordCnt.total/spKeywordCnt.in-- (new) SP regular keywordsrecSpKeywordCnt.total/recSpKeywordCnt.in-- (new) SP recommendation keywordsallSbKeywordCnt.total/allSbKeywordCnt.in-- (new) SB-ad keywordssbKeywordCnt.total/sbKeywordCnt.in-- (new) SB regular keywordssbvKeywordCnt.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 tofalsefor ascending.pageNum (integer, default
1): Page number for pagination.pageSize (integer, default
100, range 10-100): Number of results per page.
Building Effective Queries
- Always specify the marketplace: Set
countryto one of the 13 supported codes. - Pick the right time window: The default is the latest 7 days. Pass
timePieceType=month+timePieceValue=YYYY-MMfor a specific month, ortimePieceType=week+timePieceValue=YYYY-MM-DDfor a specific ABA week. - Use keyword filtering: When the user is interested in specific keywords, pass the
keywordparameter to narrow results. - Apply condition filters: Use
conditionsto focus on specific keyword types (e.g., only organic keywords, only purchase-converting keywords, or newly-entered SP keywords viaspKeywordCnt.in). - Choose appropriate sorting: Sort by
estSearchesNumfor highest search volume keywords, or bylastRankfor best-ranking keywords. - Handle pagination: The API returns at most 100 results per page. Use
pageNumto retrieve additional pages if the total exceeds 100.
Show full SKILL.md (658 more words)Show less
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: false4. 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: false6. 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: trueDisplay Rules
- Present data only: Show query results in clear tables without subjective business advice.
- Ranking clarification: When showing ranking data, remind users that lower numeric values mean better (higher) positions.
- Share formatting: Display
trafficShare,naturalTrafficShare,paidTrafficShare, andclickConcentrationShareas percentages (multiply by 100). For example, 0.05 should be shown as 5%. - Click concentration wording:
clickConcentrationSharemeasures 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 withclickToPurchaseConversionRate. - Period disclosure: When showing counts sourced from
*.in/*.totalfilters or comparing numbers, annotate the period range — default is last 7 days; iftimePieceType=monthorweekis set, surface the resolved period (periodEndDate/abaCreateDateWeek). - Marker translation: Translate marker arrays into human-readable labels. For example,
["isMainKw", "isAccurateKw"]should display as "Main Traffic, Precise Traffic". - 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.
- Pagination notice: When results have more pages, inform the user of the total count and suggest fetching additional pages.
- Error handling: When a query fails, explain the reason based on the
msgfield and suggest adjusting query parameters. - 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=latelyDayonly supportstimePieceValue=7or30; 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
keywordfilter 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
算力消耗规则
消耗 9 算力。
用户会因算力消耗而支付费用。请充分评估：当需要高频调用本技能，或用户对算力消耗量预期不足时，务必提醒用户，由用户决定是否继续。
Feedback:
Auto-detect and report feedback via the Feedback API when any of the following apply:
- The functionality or purpose described in this skill does not match actual behavior
- The skill's results do not match the user's intent
- The user expresses dissatisfaction or praise about this skill
- 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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© linkfox-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (scripts, references) in skills/linkfox-sif-asin-keywords of linkfox-ai/linkfox-skills.
- SKILL.md
- references/api.md
- references/onboarding.md
- scripts/onboarding.py
- scripts/sif_asin_keywords.py
Open the folder on GitHubat commit 38fef04
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in linkfox-ai/linkfox-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Linkfox Sif Asin Keywords next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Linkfox Sif Asin Keywords this skilllinkfox-ai/linkfox-skills | 107 | 1 repos | ~4.1k | Automated safety check: Pass | MIT | |
| SEO Keyword ClusteringAgriciDaniel/claude-seo | 19k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Evaluate Skillevery-app/open-seo | 23k | — | ~1.8k | Automated safety check: Notes | MIT | |
| SEO Content Brief GeneratorAgriciDaniel/claude-seo | 19k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Blog GoogleAgriciDaniel/claude-blog | 2.3k | 1 repos | ~3.3k | Automated safety check: Notes | MIT | |
| FLOW SEO FrameworkAgriciDaniel/claude-seo | 19k | 2 repos | ~1.4k | Automated safety check: Pass | MIT |
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Questions about Linkfox Sif Asin Keywords
What does Linkfox Sif Asin Keywords do?
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…. Linkfox Sif Asin Keywords is an agent skill from linkfox-ai/linkfox-skills.
When should I use Linkfox Sif Asin Keywords?
Linkfox Sif Asin Keywords fits situations like: tasks that involve Keyword research.
How do I install Linkfox Sif Asin Keywords in Claude Code?
Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a claude-code`. Or copy the skill folder (skills/linkfox-sif-asin-keywords in linkfox-ai/linkfox-skills) into .claude/skills/linkfox-sif-asin-keywords in your project. Claude Code loads it when a task matches its description.
How do I install Linkfox Sif Asin Keywords in Codex?
Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a codex`. Or copy the skill folder (skills/linkfox-sif-asin-keywords in linkfox-ai/linkfox-skills) into .agents/skills/linkfox-sif-asin-keywords in your project. Codex loads it when a task matches its description.
Can I use Linkfox Sif Asin Keywords in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-sif-asin-keywords -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/linkfox-sif-asin-keywords, .gemini/skills/linkfox-sif-asin-keywords, .github/skills/linkfox-sif-asin-keywords and .opencode/skills/linkfox-sif-asin-keywords in your project.
What does Linkfox Sif Asin Keywords need to run?
Going by SKILL.md and its folder, Linkfox Sif Asin Keywords needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY. Our summary lists: Python 3; A credential in LINKFOX_AGENT_API_KEY; A credential in LINKFOXAGENT_API_KEY.
Does Linkfox Sif Asin Keywords access the network?
SKILL.md names 1 domain. As links in the text: skill.linkfox.com. This is read from the text; nothing was executed.
Is Linkfox Sif Asin Keywords safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Linkfox Sif Asin Keywords use?
Linkfox Sif Asin Keywords is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Linkfox Sif Asin Keywords use?
About 4.1k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.9k tokens, read only when the agent opens those files.
What are the alternatives to Linkfox Sif Asin Keywords?
Skills that share tags, products or a category with Linkfox Sif Asin Keywords: SEO Keyword Clustering (AgriciDaniel/claude-seo, 19k stars), Evaluate Skill (every-app/open-seo, 23k stars), SEO Content Brief Generator (AgriciDaniel/claude-seo, 19k stars) and Blog Google (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Linkfox Sif Asin Keywords?
linkfox-ai (a GitHub user) maintains it in linkfox-ai/linkfox-skills, which has 107 GitHub stars. The repository holds 177 skills in this directory. The repository was last updated on September 14, 2026.
Source: linkfox-ai/linkfox-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.