ai-seo-aeo-content-cluster

ai-seo-aeo-content-cluster SEO/AEO Content Cluster Assistant

Overview

The SEO/AEO Content Cluster Assistant is used to answer "how to build a content cluster," SEO, content growth, and search optimization questions. It is suitable for marketing, operations, content creators, and software to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as pages, keywords or content materials, pasted page content, keywords, site structure, search goals, competitor summaries, or optimization questions, organizes key context, and outputs content diagnostics, optimization suggestions, and execution checklists for continued execution, review, or delivery.

When to Use

Applicable Scenarios

Users ask questions such as "how to build a content cluster" and need to quickly break down goals, determine priorities, and form executable results
Marketing, operations, content creators, and software need to generate content diagnostics, optimization suggestions, and execution checklists around the SEO/AEO Content Cluster Assistant
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), and page or site links (fill in publicly accessible pages, sites, SERPs, competitors, or reference links), and want to organize them into executable analysis or optimization results
Users need to turn SEO/AEO Content Cluster Assistant-related materials into clear conclusions, priorities, and next actions

How to Call

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

Command Example

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 full accessible URL must be provided
`materialFile`	string	No	-	Upload content drafts, keyword lists, site structures, 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 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 categorical parameters requiring an additional lookup table.

Supported Input Formats

This skill directly accepts JSON parameters; if the parameters include link fields, please provide full, accessible URLs.

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, optimization suggestions, execution checklist: organize the core results that can be directly read, reviewed, or delivered around the user's goals.
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, competitors, or reference links.) to extract key context and judgment basis.
Next steps: 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 the "SEO/AEO Content Cluster Assistant".
Then check whether the results cover content diagnosis, optimization suggestions, and an execution checklist, and whether they provide clear next steps.
If the input materials are limited, it is recommended to have the user supplement the goals, audience, constraints, or source 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