linkfox-sif-keyword-overview亚马逊市场关键词竞争度的SIF概览分析。当用户提到关键词竞争度、供需比、竞品数量、关键词搜索量估算、市场竞争力评估、关键词热度排名、广告竞争分析、某个关键词下的商品数量、keyword competition, supply-demand ratio, competitor count, search popul...
Install via ClawdBot CLI:
clawdbot install linkfox-ai/linkfox-sif-keyword-overviewGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://tool-gateway.linkfox.com/sif/keywordOverviewCalls external URL not in known-safe list
https://skill.linkfox.com/AI Analysis
The skill's external API calls (tool-gateway.linkfox.com, skill.linkfox.com) are consistent with its stated purpose of providing Amazon keyword analysis, and there is no evidence of credential harvesting, hidden instructions, or obfuscation. However, the data sent to an undocumented external endpoint warrants a low-risk classification due to the lack of transparency about data handling.
Audited Apr 17, 2026 · audit v1.0
Generated Jul 11, 2026
A seller wants to evaluate the competition level for a specific keyword on Amazon US before launching a product. By querying supply-demand ratio, sponsored product count, and organic results, they determine if the keyword is a blue ocean opportunity.
An international seller plans to expand into Amazon Germany. They use the tool to analyze German keywords (e.g., 'Handyhulle') for competition metrics, ensuring they enter a market with manageable competition.
A brand manager assesses paid advertising competition for 'wireless charger' by reviewing sponsored products and brand ad counts. They decide to adjust bids or target long-tail keywords based on the data.
A product researcher looks for low supply-demand ratio keywords (e.g., 'yoga mat') to identify niches with high demand but few competitors. This guides product selection and inventory planning.
A seller uses custom start and end dates (last7d=false) to compare keyword competition during holiday seasons vs. off-peak periods, adjusting their marketing strategy accordingly.
Leverage keyword competition data to identify low-competition keywords for product development, reducing risk and increasing chances of ranking organically.
Offer keyword competitive analysis as a service to clients, providing actionable insights on market entry and advertising spend optimization.
Integrate this skill into a larger analytics dashboard (e.g., Helium 10 alternative) and charge subscription fees for access to real-time competition data across multiple marketplaces.
💬 Integration Tip
Use the Python script provided (scripts/sif_keyword_overview.py) to automate batch queries for multiple keywords and marketplaces, then feed results into a dashboard or spreadsheet for trend analysis.
Scored Jul 22, 2026
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
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cad reference tool
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Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.