SEO Content Brief Generator
AI-powered SEO brief agent — turns a single keyword into a complete, writer-ready content brief with structure, targets, and competitive intelligence baked in.
Provide a keyword, describe your site or niche, or paste competitor URLs and content. The agent classifies search intent, builds a full outline, sets word count targets, identifies semantic terms, and surfaces the gaps your content must fill to rank.
Commands
CODEBLOCK0
What Data to Provide
The agent works with:
- - Target keyword — "brief for best standing desk under $500"
- Site context — niche, domain authority, existing content, target audience
- Competitor content — paste URLs or copy text from top-ranking articles
- Content goals — rank for keyword, drive conversions, support existing pillar page
- Existing content — "I already have an article about standing desks, this is a supporting piece"
No API keys needed. No SEO tool subscription required.
Workspace
Creates ~/seo-briefs/ containing:
- -
memory.md — site context, niche profile, past keyword research - INLINECODE2 — saved content briefs organized by keyword (markdown)
- INLINECODE3 — topic cluster maps and internal link architecture
Analysis Framework
1. Search Intent Classification
Every keyword falls into one of four intents:
| Intent | Definition | Content Type |
|---|
| Informational | User wants to learn | How-to guide, explainer, listicle |
| Commercial |
User is comparing options | Best-of list, comparison, review |
| Transactional | User is ready to buy | Product page, landing page, pricing |
| Navigational | User wants a specific site | Brand/site-specific page |
Mixed intent detection: some keywords have blended signals (e.g., "best CRM for small business" = commercial + transactional). Brief format adapts accordingly.
2. SERP Analysis Approach
Without live SERP access, analyze based on keyword signals:
- - Question words (what, how, why, when) → informational
- Modifiers (best, top, review, vs., alternative) → commercial
- Action words (buy, get, download, sign up) → transactional
- Brand names in keyword → navigational
- Ask user to describe top 3 ranking results for calibration
3. Outline Structure by Intent
Informational
- - H1: Target keyword (conversational, long-tail phrasing)
- Introduction: Define the problem/question (150 words)
- H2: Background / Why This Matters
- H2: [Core Concept 1] — H3 subtopics
- H2: [Core Concept 2] — H3 subtopics
- H2: [Core Concept 3] — H3 subtopics
- H2: Step-by-Step Guide or Practical Application
- H2: Common Mistakes / FAQs
- Conclusion + CTA
Commercial Investigation
- - H1: Best [Product Category] for [Use Case] — [Year]
- Introduction: Who this guide is for + selection criteria (200 words)
- H2: Quick Picks (summary table)
- H2: [Product 1] Review — H3: Pros, Cons, Best For
- H2: [Product 2] Review (repeat pattern)
- H2: Buyer's Guide — H3: Key factors to consider
- H2: FAQ
- Conclusion + CTA
Transactional
- - H1: [Primary Keyword] — [Value Prop]
- Above-fold: clear CTA, key benefits, trust signals
- H2: Features / What You Get
- H2: How It Works
- H2: Pricing
- H2: Social Proof / Case Studies
- H2: FAQ / Objection Handling
- Final CTA
4. Word Count Benchmarks by Intent
| Intent | Recommended Word Count |
|---|
| Informational (simple) | 800–1,200 |
| Informational (complex) |
1,500–2,500 |
| Commercial list (5–10 products) | 2,000–3,500 |
| Commercial comparison | 1,500–2,500 |
| Transactional / Landing page | 600–1,200 |
| Pillar / Hub page | 3,000–5,000+ |
5. Semantic Keyword Clusters
For each brief, identify 3 types of supplementary terms:
- - LSI (Latent Semantic Indexing) terms: conceptually related words (e.g., for "standing desk": ergonomics, posture, height-adjustable, sit-stand)
- Entity terms: proper nouns, brands, people Google associates with the topic
- Question variations: PAA-style questions to answer (People Also Ask)
Target natural density: primary keyword 1–2%, semantic terms woven throughout, zero stuffing.
6. Competitor Content Gap Analysis
Gaps to identify and fill:
- - Topics covered by top-ranking content that a draft would miss
- Questions left unanswered in competitor articles
- Outdated information that can be replaced with current data
- Missing content types (no video, no table, no comparison chart)
- Thin sections where competitors spend only 1 paragraph on a subtopic that deserves depth
7. E-E-A-T Signals (Experience, Expertise, Authoritativeness, Trustworthiness)
Checklist for brief:
- - [ ] Author bio with credentials relevant to topic
- [ ] First-hand experience signals ("in my testing", "I used this for 30 days")
- [ ] Cite original research or primary sources
- [ ] Last updated date visible on page
- [ ] Expert quotes or external validation
- [ ] Clear editorial process or review policy (especially for YMYL topics)
- [ ] Transparent affiliate disclosure if applicable
8. Internal Link Suggestions
- - Link from: existing high-authority pages on your site that should pass equity to this article
- Link to: supporting pages this article should reference (product pages, related guides)
- Anchor text: descriptive, keyword-relevant (not "click here")
- Cluster logic: this article should sit within a topic cluster with a defined pillar page
Output Format
Every brief outputs:
- 1. Brief Header — keyword, intent classification, target audience, content goal
- Word Count Target — with rationale based on intent and competition
- Full Outline — H1, H2s, H3s with brief description of each section's purpose
- Semantic Terms List — LSI terms, entities, and question variations
- E-E-A-T Checklist — items to include for trust and authority signals
- Competitor Gap List — 3–5 specific gaps to fill vs. top-ranking content
- Internal Link Map — pages to link from and to, with anchor text suggestions
- Writer Notes — tone, format preferences, any avoid list
Rules
- 1. Always classify search intent before building any outline — wrong intent = wrong content type = no rank
- Never recommend targeting a keyword without understanding the site's domain authority context — realistic rank assessment matters
- Provide word count as a range, not a single number — "aim for 1800–2200" not "write 2000 words"
- Flag YMYL (Your Money Your Life) topics — health, finance, legal — these require stricter E-E-A-T treatment
- Separate primary keyword from semantic terms clearly — brief must not confuse writers about what the main target is
- Internal link suggestions are only useful if the site has existing relevant content — ask before suggesting
- Save briefs to
~/seo-briefs/briefs/ when brief save command is used
SEO内容简报生成器
AI驱动的SEO简报代理——将单个关键词转化为一份完整的、可供写作者直接使用的内容简报,其中包含结构、目标和竞争情报。
提供关键词,描述你的网站或细分领域,或粘贴竞争对手的URL和内容。该代理会分类搜索意图,构建完整大纲,设定字数目标,识别语义术语,并揭示你的内容必须填补才能排名的空白。
命令
brief for <关键词> # 为关键词生成完整的SEO内容简报
content brief # 启动交互式简报构建器(提示输入详细信息)
competitor gaps # 分析排名靠前的内容覆盖了你未覆盖的部分
outline only # 仅获取H2/H3大纲,不含完整简报
brief save <关键词> # 将简报保存到工作区以供将来参考
brief history # 列出工作区中所有已保存的简报
需要提供的数据
该代理可处理:
- - 目标关键词 — brief for best standing desk under $500
- 网站背景 — 细分领域、域名权威度、现有内容、目标受众
- 竞争对手内容 — 粘贴排名靠前文章的URL或复制文本
- 内容目标 — 为关键词排名、驱动转化、支持现有支柱页面
- 现有内容 — 我已有一篇关于站立式办公桌的文章,这是补充内容
无需API密钥。无需SEO工具订阅。
工作区
创建 ~/seo-briefs/ 目录,包含:
- - memory.md — 网站背景、细分领域概况、过往关键词研究
- briefs/ — 按关键词组织的已保存内容简报(Markdown格式)
- clusters.md — 主题集群地图和内部链接架构
分析框架
1. 搜索意图分类
每个关键词属于以下四种意图之一:
| 意图 | 定义 | 内容类型 |
|---|
| 信息型 | 用户想学习 | 操作指南、解释性文章、列表文章 |
| 商业型 |
用户正在比较选项 | 最佳列表、对比、评测 |
| 交易型 | 用户已准备好购买 | 产品页面、着陆页、定价页 |
| 导航型 | 用户想访问特定网站 | 品牌/网站特定页面 |
混合意图检测:某些关键词具有混合信号(例如,best CRM for small business = 商业型 + 交易型)。简报格式会相应调整。
2. SERP分析方法
在无法实时访问SERP的情况下,基于关键词信号进行分析:
- - 疑问词(什么、如何、为什么、何时)→ 信息型
- 修饰词(最佳、顶级、评测、对比、替代)→ 商业型
- 行动词(购买、获取、下载、注册)→ 交易型
- 关键词中的品牌名称 → 导航型
- 请用户描述排名前3的结果以进行校准
3. 按意图划分的大纲结构
信息型
- - H1: 目标关键词(对话式、长尾措辞)
- 引言: 定义问题/疑问(150字)
- H2: 背景 / 为何重要
- H2: [核心概念1] — H3子主题
- H2: [核心概念2] — H3子主题
- H2: [核心概念3] — H3子主题
- H2: 分步指南或实际应用
- H2: 常见错误 / 常见问题
- 结论 + 行动号召
商业调研型
- - H1: 最佳[产品类别]用于[使用场景] — [年份]
- 引言: 本指南适用对象 + 选择标准(200字)
- H2: 快速选择(摘要表格)
- H2: [产品1]评测 — H3: 优点、缺点、最适合
- H2: [产品2]评测(重复模式)
- H2: 购买指南 — H3: 关键考虑因素
- H2: 常见问题
- 结论 + 行动号召
交易型
- - H1: [主要关键词] — [价值主张]
- 首屏: 清晰的行动号召、关键优势、信任信号
- H2: 功能 / 你将获得什么
- H2: 工作原理
- H2: 定价
- H2: 社会证明 / 案例研究
- H2: 常见问题 / 异议处理
- 最终行动号召
4. 按意图划分的字数基准
| 意图 | 建议字数 |
|---|
| 信息型(简单) | 800–1,200 |
| 信息型(复杂) |
1,500–2,500 |
| 商业列表型(5–10个产品) | 2,000–3,500 |
| 商业对比型 | 1,500–2,500 |
| 交易型 / 着陆页 | 600–1,200 |
| 支柱 / 枢纽页面 | 3,000–5,000+ |
5. 语义关键词集群
为每个简报识别3种补充术语:
- - LSI(潜在语义索引)术语:概念相关的词语(例如,对于站立式办公桌:人体工学、姿势、高度可调、坐站交替)
- 实体术语:专有名词、品牌、Google与该主题关联的人物
- 问题变体:需要回答的PAA风格问题(人们也问)
目标自然密度:主要关键词1–2%,语义术语自然融入,零堆砌。
6. 竞争对手内容差距分析
需要识别和填补的差距:
- - 排名靠前内容覆盖但草稿遗漏的主题
- 竞争对手文章中未回答的问题
- 可用最新数据替换的过时信息
- 缺失的内容类型(无视频、无表格、无对比图表)
- 竞争对手仅用1段篇幅处理但值得深入探讨的子主题
7. E-E-A-T信号(经验、专业知识、权威性、可信度)
简报检查清单:
- - [ ] 作者简介,具备与主题相关的资质
- [ ] 第一手经验信号(在我的测试中、我使用了30天)
- [ ] 引用原创研究或主要来源
- [ ] 页面上可见的最后更新日期
- [ ] 专家引述或外部验证
- [ ] 清晰的编辑流程或审核政策(尤其针对YMYL主题)
- [ ] 如适用,透明的联盟营销披露
8. 内部链接建议
- - 链接来源:你网站上应将权重传递到本文的现有高权威页面
- 链接目标:本文应引用的支持页面(产品页面、相关指南)
- 锚文本:描述性、与关键词相关(非点击此处)
- 集群逻辑:本文应位于具有定义支柱页面的主题集群内
输出格式
每份简报输出:
- 1. 简报标题 — 关键词、意图分类、目标受众、内容目标
- 字数目标 — 基于意图和竞争的合理性说明
- 完整大纲 — H1、H2、H3,附带每部分目的的简要描述
- 语义术语列表 — LSI术语、实体和问题变体
- E-E-A-T检查清单 — 为信任和权威信号应包含的项目
- 竞争对手差距列表 — 与排名靠前内容相比需填补的3–5个具体差距
- 内部链接地图 — 链接来源和目标页面,附带锚文本建议
- 写作者备注 — 语气、格式偏好、任何应避免的列表
规则
- 1. 在构建任何大纲之前始终先分类搜索意图 — 错误的意图 = 错误的内容类型 = 无法排名
- 在未了解网站域名权威度背景的情况下,切勿建议针对关键词 — 现实的排名评估至关重要
- 提供字数范围而非单一数字 — 目标1800–2200字而非写2000字
- 标记YMYL(你的金钱你的生活)主题 — 健康、金融、法律 — 这些需要更严格的E-E-A-T处理
- 清晰区分主要关键词和语义术语 — 简报不得让写作者混淆主要目标是什么
- 内部链接建议仅在网站有现有相关内容时才有用 — 在建议前先询问
- 使用brief save命令时,将简报保存到 ~/seo-briefs/briefs/