科研技能库/SEO-AEO 关键词研究
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SEO-AEO 关键词研究

研究并优先排序 SEO 关键词,包含 AEO 疑问式查询、难度分级、关键词蚕食检查及内容地图。当用户需要寻找关键词、研究搜索词或制定关键词策略时启用。

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SKILL.md
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---
name: seo-aeo-keyword-research
description: "Researches and prioritises SEO keywords with AEO question queries, difficulty tiers, cannibalization checks, and a content map. Activate when the user wants to find keywords, research search terms, or build a keyword strategy."
risk: safe
source: community
date_added: "2026-04-01"
---

# SEO-AEO Keyword Research

## Overview

Identifies high-value SEO keywords and AEO question-based queries for a topic. Produces keyword tiers (easy wins to long-term goals), search intent classification, cannibalization checks, and a content production map — all from a single topic input.

Part of the [SEO-AEO Engine](https://github.com/mrprewsh/seo-aeo-engine) — an open-source AI-powered content growth system.

## When to Use This Skill

- Use when you need to build a keyword strategy for a new topic or niche
- Use when you want to find AEO question queries for AI engine citation
- Use when you need to prioritise which keywords to target first
- Use when you want to check for keyword cannibalization before writing content

## How It Works

### Step 1: Extract Seed Keywords
Identify 3–5 core terms that anchor the topic's search territory. Go beyond the obvious head term to include adjacent terms the audience actually uses.

### Step 2: Expand Into Tiers
Sort all keywords into three tiers:
- **Tier 1** — Low-to-moderate difficulty. Target first.
- **Tier 2** — Medium difficulty. Build toward after Tier 1 content is live.
- **Tier 3** — High difficulty. Long-term goals only.

### Step 3: Generate AEO Keywords
Produce question-based keywords that AI engines surface in direct answers and People Also Ask boxes. For each AEO keyword, specify the answer format to use (definition sentence, numbered steps, comparison table, direct number).

### Step 4: Run Cannibalization Check
Flag any two keywords similar enough to split traffic if targeted on separate pages. Recommend which page should own which term.

### Step 5: Build Content Map
Recommend content type and production order for all Tier 1 and Tier 2 keywords.

## Examples

### Example 1: SaaS Product
Input: topic = "remote project management software"
audience = "engineering managers and startup founders"
goal = "convert"
Output:
Tier 1 Keywords:

"remote project management software" | Medium volume | Difficulty: 38
"project management tool remote teams" | Low volume | Difficulty: 29

AEO Keywords:

"What is the best project management software for remote teams?"
→ Answer format: Comparison table
"How does remote project management work?"
→ Answer format: Numbered steps

Content Map:

Landing page → "remote project management software"
Pillar blog → "complete guide to remote project management"
Cluster article → "how to manage remote engineering teams"


### Example 2: Fintech App
Input: topic = "automated budgeting app"
audience = "millennials managing personal finances"
goal = "all"
Output:
Tier 1 Keywords:

"automated budgeting app" | Medium volume | Difficulty: 33
"automatic savings app" | Low volume | Difficulty: 24

AEO Keywords:

"What is the best budgeting app for millennials?"
→ Answer format: Comparison table
"How does automated budgeting work?"
→ Answer format: Numbered steps


## Best Practices

- ✅ **Do:** Target Tier 1 keywords first — build authority before going after competitive terms
- ✅ **Do:** Use AEO keywords in FAQ sections and definition blocks for AI engine citation
- ✅ **Do:** Validate estimated volume and difficulty with a live tool (Ahrefs, SEMrush) before committing
- ❌ **Don't:** Target two keywords on the same page if cannibalization is flagged
- ❌ **Don't:** Use volume as the only prioritisation signal — difficulty and intent matter more

## Common Pitfalls

- **Problem:** High-volume keyword chosen but impossible to rank for early on
  **Solution:** Always cross-check volume with difficulty. Tier 1 should have difficulty under 45.

- **Problem:** AEO keywords ignored in favour of traditional search terms
  **Solution:** AEO keywords drive AI engine citation — include at least 5 in every research run.

## Related Skills

- `@seo-aeo-content-cluster` — uses keyword research output to build topic cluster
- `@seo-aeo-landing-page-writer` — consumes primary keyword to generate landing page
- `@seo-aeo-blog-writer` — uses secondary keywords for cluster article targeting

## Additional Resources

- [SEO-AEO Engine Repository](https://github.com/mrprewsh/seo-aeo-engine)
- [Full Keyword Research SKILL.md](https://github.com/mrprewsh/seo-aeo-engine/blob/main/.agent/skills/keyword-research/SKILL.md)

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

SKILL.md

元数据
nameseo-aeo-keyword-research
description研究并优先排序 SEO 关键词,包含 AEO 疑问式查询、难度分级、关键词蚕食检查及内容地图。当用户需要寻找关键词、研究搜索词或制定关键词策略时启用。
risksafe
sourcecommunity
date_added2026-04-01

SEO-AEO 关键词研究

概述

为一个主题识别高价值的 SEO 关键词和基于 AEO 的疑问式查询。根据单个主题输入,生成关键词层级(从容易到长期目标)、搜索意图分类、关键词蚕食检查以及内容生产地图。

这是 SEO-AEO 引擎 的一部分——这是一个开源的人工智能驱动的内容增长系统。

何时使用此技能

  • 当你需要为一个新主题或细分领域制定关键词策略时使用
  • 当你想要为 AI 引擎引用找到 AEO 疑问式查询时使用
  • 当你需要优先排序首先瞄准哪些关键词时使用
  • 当你在撰写内容之前想要检查关键词蚕食时使用

如何运行

步骤 1: 提取种子关键词

找出 3-5 个锚定主题搜索区域的核心词条。超越明显的头部词,纳入受众实际使用的相邻词条。

步骤 2: 展开到不同层级

将所有关键词分为三个层级:

  • 层级 1 — 低到中等难度。首先瞄准。
  • 层级 2 — 中等难度。在层级 1 内容上线后继续努力。
  • 层级 3 — 高难度。仅作为长期目标。

步骤 3: 生成 AEO 关键词

产生 AI 引擎在直接回答和“人们还问”板块中展示的疑问式关键词。对于每个 AEO 关键词,指定要使用的答案格式(定义句、编号步骤、比较表、直接数字)。

步骤 4: 运行关键词蚕食检查

标记任何两个足够相似、如果放在不同页面上会分散流量的关键词。建议哪个页面应该拥有哪个词条。

步骤 5: 构建内容地图

为所有层级 1 和层级 2 的关键词推荐内容类型和生产顺序。

示例

示例 1: SaaS 产品

输入: 主题 = "远程项目管理软件" 受众 = "工程经理和初创公司创始人" 目标 = "转化" 输出: 层级 1 关键词:

"远程项目管理软件" | 中量搜索量 | 难度: 38 "远程团队项目管理工具" | 低量搜索量 | 难度: 29

AEO 关键词:

"远程团队最好的项目管理软件是什么?" → 答案格式: 比较表 "远程项目管理如何工作?" → 答案格式: 编号步骤

内容地图:

着陆页 → "远程项目管理软件" 支柱博客 → "远程项目管理完全指南" 集群文章 → "如何管理远程工程团队"

示例 2: 金融科技应用

输入: 主题 = "自动预算应用" 受众 = "管理个人财务的千禧一代" 目标 = "全部" 输出: 层级 1 关键词:

"自动预算应用" | 中量搜索量 | 难度: 33 "自动储蓄应用" | 低量搜索量 | 难度: 24

AEO 关键词:

"千禧一代最好的预算应用是什么?" → 答案格式: 比较表 "自动预算如何工作?" → 答案格式: 编号步骤

最佳实践

  • 该做: 首先瞄准层级 1 关键词——在竞争性词条之前建立权威
  • 该做: 在 FAQ 部分和定义块中使用 AEO 关键词,以便 AI 引擎引用
  • 该做: 在确定之前,使用实时工具(Ahrefs, SEMrush)验证估算的搜索量和难度
  • 不要: 如果标记有蚕食问题,不要在同一个页面上瞄准两个关键词
  • 不要: 只使用搜索量作为优先排序信号——难度和意图更重要

常见陷阱

  • 问题: 选择了高搜索量的关键词,但早期无法排名 解决方案: 始终对照搜索量检查难度。层级 1 的难度应低于 45。

  • 问题: 偏好传统搜索词而忽略 AEO 关键词 解决方案: AEO 关键词驱动 AI 引擎引用——每次研究中至少包含 5 个。

相关技能

  • @seo-aeo-content-cluster — 使用关键词研究输出来构建主题集群
  • @seo-aeo-landing-page-writer — 使用主要关键词生成着陆页
  • @seo-aeo-blog-writer — 使用次要关键词进行集群文章瞄准

附加资源

限制

  • 仅当任务明确符合上述范围时才使用此技能。
  • 不要将产出视为环境特定验证、测试或专家审查的替代品。
  • 如果缺少所需的输入、权限、安全界限或成功标准,请停止并请求澄清。