Track and analyze Amazon keyword rankings. Set up ranking monitoring processes, interpret ranking changes, and develop strategies to improve organic search rankings.
Supported platforms: Amazon、Shopify、WooCommerce、Walmart、TikTok Shop、Etsy、eBay、BigCommerce。
How to use
追踪我这10个关键词的排名。我的产品是不锈钢水瓶，主要关键词目前排在第2页。帮我冲到第1页。
Features
- Keyword ranking tracking methodology and setup
- Ranking factor analysis (relevance, momentum, conversion, reviews)
- Ranking change diagnosis (why did the ranking rise or fall?)
- Prioritized keyword ranking improvement strategies
- Ranking tracking tool recommendations and comparisons
- Organic ranking and paid ad ranking monitoring
- BSR tracking and its correlation with keyword rankings
How it works
Step 1: Gather information from the user message — product, platform, current situation, and goals.
Step 2: Ask all follow-up questions at once in multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").
Step 3: Use the frameworks and methodologies below for research and analysis.
A10/A11 algorithm ranking factor system
Core ranking factors in Amazon search algorithm analysis:
- Sales velocity: Recent sales carry the highest weight, especially within 24-72 hours.
- Conversion rate: The efficiency of converting search into purchase is a core ranking signal.
- Text relevance: The degree of keyword matching in the title, bullet points, and search terms.
- Review count and rating: Social proof signals affect click-through rate and conversion.
- Inventory and fulfillment: FBA and Prime eligibility receive a ranking boost.
- Click-through rate: The click-through rate of ads and organic positions reflects product appeal.
Ranking change attribution diagnostic framework
For each keyword ranking fluctuation, systematically identify:
- Internal fluctuations (caused by yourself): Changes in sales velocity, conversion rate fluctuations, listing content modifications, inventory status changes, campaign impact.
- External fluctuations (caused by competition): Competitor sales surges, new competitors entering, seasonal demand changes.
Keyword priority matrix
Keyword priority assessed in three dimensions using "search volume x relevance x ranking upside potential":
- Key breakthrough points: High search volume + high relevance + currently ranked on pages 2-3. Highest ROI for optimization work. A small push can get it onto page 1.
- Defense mode: Already in the top 3 on page 1. The focus is on maintaining the ranking.
- Long-term build mode: Ranked after page 5. Requires ongoing foundational optimization work.
Interaction between organic and paid rankings
- High-quality ad campaigns increase sales velocity and conversion rate, indirectly improving organic rankings.
- Higher organic rankings reduce ad dependence and lower TACoS.
- Strategy: coordinate ads and SEO to achieve synergistic ranking improvements.
Data sources
- Amazon search results page: Manually use web_fetch to capture ranking snapshots.
- Google search (site:amazon.com): Verify product indexing status.
- Note: This skill provides a strategic framework, not automated tracking. For continuous monitoring, integrate tools such as Helium 10, Jungle Scout, or Merchant Words.
Limitations
- Amazon does not disclose algorithm details. The analysis is based on industry research and seller community experience.
- Ranking data from various third-party tools has delays and biases.
- Different results are displayed at different times, regions, and devices.
- Strategy effectiveness is affected by competitors' optimization dynamics.
- Ranking strategies differ significantly between new products and mature products.
Step 4: Provide structured, actionable output with specific recommendations rather than vague guidance.
Output Format
- Give a summary of findings first
- Include specific data points and benchmarks (if any)
- Provide prioritized action items
- Estimates based on incomplete data must be marked with ⚠️
- End with specific next steps