ai-amazon-rank-tracker

ai-amazon-rank-tracker Amazon Rank Tracker

Overview

Amazon Rank Tracker is used to answer "why did the ranking fluctuate," e-commerce operations, Amazon, and growth diagnosis. It is suitable for sales, operations, marketing, and e-commerce to call after clarifying business goals, content materials, or analysis targets. It combines pages, keywords or content materials, pasted page content, keywords, site structure, search goals, competitor summaries, or optimization questions, and other inputs, organizes key context, and outputs content diagnosis, structured optimization suggestions, and an executable publishing checklist, making it easy to continue execution, review, or delivery. Capability positioning supplement: the skills.sh hot signal shows that amazon-rank-tracker has user demand; the platform displays it as a content_marketing business assistant directory, outputting reviewable diagnosis, suggestions, or production preparation packages.

When to Use

Applicable Scenarios

When users raise questions such as "why did the ranking fluctuate," need to quickly break down goals, determine priorities, and form actionable results
When sales, operations, marketing, and e-commerce need to generate content diagnosis, structured optimization suggestions, and an executable publishing checklist around Amazon Rank Tracker
When users have already prepared optimization goals (explain the keywords, search intent, visibility, citation opportunities, or conversion goals to improve.), target audience (explain search users, target market, industry, purchase stage, or content audience.), page or site links (fill in publicly accessible pages, sites, SERPs, competitors, or reference links.), and want to organize them into actionable analysis or optimization results
When users need to turn Amazon Rank Tracker-related materials into clear conclusions, priorities, and next-step actions

How to Call

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Call

python3 scripts/run.py --params '{}'

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"优化目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
`goal`	string	No	-	Explain the keywords, search intent, visibility, citation opportunities, or conversion goals to improve
`audience`	string	No	-	Explain search users, target market, industry, purchase stage, or content audience
`materialUrl`	string	No	-	Fill in publicly accessible pages, sites, SERPs, competitors, or reference links; a complete accessible URL must be provided
`materialFile`	string	No	-	Upload content drafts, keyword lists, site structure, audit reports, or SEO planning materials
`materialText`	string	No	-	Paste page content, keywords, site structure, search goals, competitor summaries, or optimization questions
`brandRequirements`	string	No	-	Add the target region, language, brand restrictions, unchangeable facts, compliance requirements, or manual review priorities

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no category parameters that require additional table lookup.

Supported Input Formats

The current skill directly accepts JSON parameters; if the parameters include a link field, please pass a complete, accessible URL.

Example request

The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"优化目标"}'

Equivalent --params JSON：

{
  "goal": "优化目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

Content diagnosis, structured optimization suggestions, executable publishing checklist: organize core results around the user's goals that can be directly read, reviewed, or delivered.
Interpretation of input materials: combine the optimization goal (explain the keywords, search intent, visibility, citation opportunities, or conversion goals to be improved.), target audience (explain the search users, target market, industry, purchase stage, or content audience.), page or site links (fill in publicly accessible pages, sites, SERPs, competitor, or reference links.) to extract key context and the basis for judgment.
Next actions: provide priorities, execution suggestions, or a content framework that can be further processed.

Suggestions for using the results

First determine whether the output answers the user's core question about "Amazon Ranking Tracking Assistant".
Then check whether the results cover content diagnosis, structured optimization suggestions, an executable publishing checklist, and whether clear next actions are given.
If there is little input material, it is recommended to have the user supplement the goals, audience, constraints, or original materials before running.

Preparation before running

AISKILLS_BASE_URL: default https://ai-skills.ai
AISKILLS_API_KEY: required, used for authenticated calls
AISKILLS_TENANT_ID: default default