Content: Article Content
Guides creation of article body content—the actual text (intro, body, conclusion) for blog posts, guides, and long-form pieces. Focus on what to write. For where it goes (page structure, schema, metadata), see article-page-generator. For short conversion copy (ads, landing pages, CTAs), see copywriting.
When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Scope
- - Article body: Introduction, body sections, conclusion, CTA
- Content structure: Hook, QAE pattern, paragraph length, scannability
- Word count: By article type and search intent
- Writing frameworks: AIDA, PAS, BAB applied to articles
- GEO elements: TL;DR, Key Takeaways, answer-first
Article Types & Word Count (2025)
Quality over length: Google prioritizes comprehensive coverage of search intent, not word count. Match length to topic depth and intent.
| Type | Word count | Use case |
|---|
| News / announcements | 300–600 | Product updates, breaking news, FAQs |
| Short-form |
500–800 | Landing pages, product pages (scannable) |
|
Standard articles / how-tos | 1,000–1,500 | Single topic; actionable; listicles |
|
Listicles | 1,200–2,000 | "Top 10," "Best X"; numbered lists boost CTR ~70% |
|
Cluster articles | 800–2,500 | Subtopic; links to pillar |
|
Pillar / cornerstone | 2,000–3,500+ | Comprehensive; cluster hub; 6–12 sections |
|
Competitive keywords | 1,800–2,500 | Page-one SEO posts avg ~2,400 words |
Intent-based (Google 2025): Validate 1,200–2,000; Explore 2,000–3,500; Compare 600–1,200; Do 900–1,500; Know 300–800. Informational ~40% longer than transactional.
Avoid: Under 300 words (thin); over 7,000 (often underperforms due to reduced focus).
Content Creation Workflow
Four Inputs
Article content rests on four inputs. See article-page-generator for full workflow.
| Input | Purpose |
|---|
| Product | Connection, features, CTA placement |
| Keywords |
Target keyword, primary/secondary |
|
Article intent | Informational, commercial, transactional |
|
Competitor articles | Structure to adopt, content gaps, length target |
Information Gain (Content Density Over Word Count)
Information gain = net new information a page provides beyond what exists in top-ranking results. Google evaluates unique value, not comprehensiveness. Content density (unique entities, data points, insights per 100 words) matters more than word count. Skyscraper Technique (longer = better) no longer differentiates; AI made comprehensiveness cheap.
Four sources of information gain:
- - Counter-narratives: Why "best practice" fails in certain contexts; evidence-backed
- Temporal freshness: Data or developments after competitors' content and LLM cutoff
- SME perspectives: Direct quotes, practitioner experience; not repackaged advice
- Proprietary data: Original surveys, internal benchmarks, user behavior patterns
Avoid consensus content: Restating common facts across top 10 results = zero information gain. Audit SERP before writing; list the "consensus layer"; identify gaps (unanswered questions, outdated data, underserved segments). Lead with what is new; structure answer-first.
Density check: Count unique data points, original insights, specific claims. If ratio of new information to word count is low, cut filler. High-density content (800-1,500 words with 3+ original points) often outperforms long rehashed guides.
TL;DR or Key Takeaways (GEO)
Choose one; place after intro. Content with these elements is cited ~35% more by AI.
| Format | Spec |
|---|
| TL;DR | 50–100 word bold summary paragraph |
| Key Takeaways |
5–7 bullet points |
See generative-engine-optimization for full GEO strategy.
Introduction
Length: 40–120 words; 2–3 paragraphs. Readers decide in ~8 seconds; hook must work instantly.
| Element | Guideline |
|---|
| Hook | First 1–2 sentences: pain point, stat, or question; curiosity gap; specific data or contrarian fact |
| Primary keyword |
In first 100 words |
|
Expectations | Set what reader will learn |
Hook types: "You're doing X wrong"; "97% of Y…"; bold question; challenge assumption. Well-crafted hooks boost CTR 30–50%.
Body
| Element | Guideline |
|---|
| QAE pattern | Question (H2) → Answer (2 sentences) → Evidence (data, examples, lists) |
| Answer-first |
Direct answer in first 40–60 words after each H2 |
|
Answer blocks | 100–200 words per section; direct answer + context + evidence |
|
Paragraph length | 40–80 words; 2–4 sentences; avoid walls of text |
|
Break long blocks | Lists, H3s, images, callout boxes every 2–3 paragraphs |
|
Scannability | Front-load key info (F-pattern);
bold key phrases; one idea per paragraph |
Long-form (1,000+ words): Place engagement hooks every 500–600 words; mix 40–50% explanatory text, 20–25% examples, 10–15% data, 5–10% visuals.
Conclusion
Summary + CTA: newsletter signup, related content, product (link to product/feature when relevant). Product-linked content ties to product naturally.
Product Connection
Articles should tie to the product (problem it solves, features, use cases). Avoid purely generic content. Link to product/feature pages naturally in conclusion or when context fits.
Writing Frameworks
Apply copywriting frameworks to article structure. See copywriting for full PAS, AIDA, BAB.
| Framework | Article use |
|---|
| AIDA | Intro (Attention); body (Interest, Desire); conclusion (Action/CTA) |
| PAS |
How-to guides: Problem in intro; Agitation in body; Solution throughout |
|
BAB | Case studies, transformation: Before → After → Bridge |
Choose by audience: AIDA for ready-to-buy; PAS for pain-driven; BAB for transformation seekers.
Article Headlines
See copywriting for headline formulas (How to, Number, Problem→Solution). For article titles specifically:
- - Length: 50–60 chars; see title-tag
- Primary keyword near start
- Numbers and power words boost CTR ~36%
References & Citations
| Scenario | Practice |
|---|
| Data or statistics | Cite inline (e.g. "According to Source, 72% of…") or in References section |
| Expert quotes |
Attribute; link to source |
|
Reference section | For 5+ citations; list at end before Related posts |
|
Format | Inline links preferred; numbered refs [1], [2] for academic-style |
See eeat-signals for E-E-A-T, author bio, citations, YMYL.
Content Quality
| Element | Guideline |
|---|
| Readability | Grade 8–10 (Flesch-Kincaid); short sentences, clear language |
| Depth |
Match type; comprehensive coverage over padding |
|
Originality | Unique angle, data, examples; avoid thin or rehashed content |
|
Information gain | What does this add that top 10 results don't? Counter-narrative, fresh data, SME quote, or proprietary insight |
|
E-E-A-T | Author bio, citations, expert quotes — see
eeat-signals |
Content Audit Checklist
When auditing or optimizing article content:
| Dimension | Check |
|---|
| Hook | Intro opens with pain point, stat, or question? |
| Keyword in first 100 words |
Primary keyword present? |
|
QAE pattern | H2s as questions? Answer-first (40–60 words) in each section? |
|
Word count | Matches type? (300–600 news, 1,000–2,500 cluster, 2,500+ pillar) |
|
Paragraph length | 40–80 words per paragraph? No walls of text? |
|
Product connection | Ties to product? Natural links to features/pricing? |
|
CTA | Placement (conclusion, mid-article); clarity; product link |
|
References | Data/stats cited? Reference section for 5+ citations? |
|
Gaps | What do top-ranking articles cover that this misses? |
|
Information gain | At least one of: counter-narrative, fresh data, SME perspective, proprietary data? Or consensus rehash? |
See competitor-research for competitor analysis; article-page-generator for page structure and metadata.
AI-Assisted Content
When content is AI-assisted: human review before publish; verify facts and add citations; original insights or data; avoid generic phrasing. See eeat-signals for E-E-A-T and AI content guidance.
Output Format
- - Outline (H2s with keyword placement)
- TL;DR or Key Takeaways (if SEO-driven)
- Introduction (hook + keyword)
- Body sections (QAE, answer-first)
- Conclusion (summary + CTA)
- CTA copy options
Related Skills
- - article-page-generator: Page structure, schema, metadata, layout; content goes here
- copywriting: Frameworks (PAS, AIDA, BAB); headline formulas; short conversion copy
- content-marketing: Article Orientations; content types
- eeat-signals: E-E-A-T; author bio; citations; citations format
- keyword-research: Keyword basis; search intent
- competitor-research: Content gaps; structure to adopt; SERP audit for information gain
- content-optimization: H2 keywords; Multimedia (tables, lists); keyword density
- generative-engine-optimization: GEO strategy; AI citation
内容:文章内容
指导文章正文内容的创作——博客文章、指南和长篇内容的实际文本(引言、正文、结论)。专注于写什么。关于内容放置位置(页面结构、架构标记、元数据),请参考article-page-generator。关于短篇转化文案(广告、落地页、行动号召),请参考copywriting。
调用时:首次使用时,如有帮助,可用1-2句话说明此技能涵盖的内容及其重要性,然后提供主要输出。后续使用或用户要求跳过时,直接提供主要输出。
范围
- - 文章正文:引言、正文部分、结论、行动号召
- 内容结构:钩子、QAE模式、段落长度、可扫描性
- 字数:按文章类型和搜索意图
- 写作框架:AIDA、PAS、BAB在文章中的应用
- GEO元素:TL;DR、关键要点、答案优先
文章类型与字数(2025年)
质量重于长度:谷歌优先考虑对搜索意图的全面覆盖,而非字数。根据主题深度和意图匹配长度。
| 类型 | 字数 | 适用场景 |
|---|
| 新闻/公告 | 300–600 | 产品更新、突发新闻、常见问题 |
| 短篇 |
500–800 | 落地页、产品页(可扫描) |
|
标准文章/操作指南 | 1,000–1,500 | 单一主题;可操作;列表文章 |
|
列表文章 | 1,200–2,000 | 十大、最佳X;编号列表可提升点击率约70% |
|
集群文章 | 800–2,500 | 子主题;链接到支柱文章 |
|
支柱/基石文章 | 2,000–3,500+ | 全面;集群中心;6-12个部分 |
|
竞争性关键词 | 1,800–2,500 | 首页SEO文章平均约2,400字 |
基于意图(谷歌2025年):验证意图1,200–2,000;探索意图2,000–3,500;比较意图600–1,200;执行意图900–1,500;了解意图300–800。信息型比交易型长约40%。
避免:低于300字(内容单薄);超过7,000字(因焦点分散通常表现不佳)。
内容创作工作流程
四个输入
文章内容基于四个输入。完整工作流程请参考article-page-generator。
目标关键词、主要/次要关键词 |
|
文章意图 | 信息型、商业型、交易型 |
|
竞争对手文章 | 采用的结构、内容差距、目标长度 |
信息增益(内容密度重于字数)
信息增益 = 页面提供的超出排名靠前结果的新信息量。谷歌评估的是独特价值,而非全面性。内容密度(每100字中的独特实体、数据点、见解)比字数更重要。摩天楼技术(越长越好)已不再具有区分度;AI使全面性变得廉价。
信息增益的四个来源:
- - 反叙事:为什么最佳实践在某些情境下失效;有证据支持
- 时间新鲜度:竞争对手内容和LLM截止日期之后的数据或发展
- 专家观点:直接引用、从业者经验;非重新包装的建议
- 专有数据:原始调查、内部基准、用户行为模式
避免共识内容:重复前10名结果中的常见事实 = 零信息增益。写作前审计SERP;列出共识层;识别差距(未解答的问题、过时的数据、服务不足的细分市场)。以新内容为主导;结构采用答案优先。
密度检查:统计独特数据点、原创见解、具体主张。如果新信息与字数的比例较低,则删减填充内容。高密度内容(800-1,500字,含3个以上原创观点)通常优于冗长的重复指南。
TL;DR或关键要点(GEO)
选择其一;放在引言之后。包含这些元素的内容被AI引用的概率高出约35%。
| 格式 | 规格 |
|---|
| TL;DR | 50-100字加粗摘要段落 |
| 关键要点 |
5-7个要点 |
完整GEO策略请参考generative-engine-optimization。
引言
长度:40-120字;2-3段。读者约8秒内做出决定;钩子必须立即生效。
| 元素 | 指南 |
|---|
| 钩子 | 前1-2句:痛点、数据或问题;好奇心缺口;具体数据或反常识事实 |
| 主要关键词 |
在前100字内 |
|
预期 | 设定读者将学到什么 |
钩子类型:你做错了X;97%的Y……;大胆提问;挑战假设。精心设计的钩子可提升点击率30-50%。
正文
| 元素 | 指南 |
|---|
| QAE模式 | 问题(H2)→ 答案(2句)→ 证据(数据、示例、列表) |
| 答案优先 |
每个H2后的前40-60字内直接给出答案 |
|
答案块 | 每部分100-200字;直接答案 + 背景 + 证据 |
|
段落长度 | 40-80字;2-4句;避免文字墙 |
|
打破长块 | 每2-3段使用列表、H3、图片、标注框 |
|
可扫描性 | 前置关键信息(F型模式);
加粗关键短语;每段一个想法 |
长篇(1,000字以上):每500-600字放置参与钩子;混合40-50%解释性文本、20-25%示例、10-15%数据、5-10%视觉元素。
结论
总结 + 行动号召:新闻通讯订阅、相关内容、产品(相关时链接到产品/功能)。与产品关联的内容自然地与产品建立联系。
产品连接
文章应与产品建立联系(解决的问题、功能、使用案例)。避免纯粹通用内容。在结论或上下文合适时自然地链接到产品/功能页面。
写作框架
将文案写作框架应用于文章结构。完整PAS、AIDA、BAB请参考copywriting。
| 框架 | 文章用途 |
|---|
| AIDA | 引言(注意);正文(兴趣、欲望);结论(行动/行动号召) |
| PAS |
操作指南:引言中的问题;正文中的激化;贯穿全文的解决方案 |
|
BAB | 案例研究、转型:之前 → 之后 → 桥梁 |
按受众选择:AIDA适用于准备购买的受众;PAS适用于痛点驱动的受众;BAB适用于寻求转型的受众。
文章标题
标题公式(如何做、数字、问题→解决方案)请参考copywriting。文章标题具体指南:
- - 长度:50-60字符;请参考title-tag
- 主要关键词靠近开头
- 数字和力量词可提升点击率约36%
参考文献与引用
| 场景 | 做法 |
|---|
| 数据或统计 | 行内引用(例如根据来源,72%的……)或在参考文献部分列出 |
| 专家引用 |
注明出处;链接到来源 |
|
参考文献部分 | 5个以上引用时使用;在相关文章之前列出 |
|
格式 | 优先使用行内链接;学术风格使用编号引用[1]、[2] |
E-E-A-T、作者简介、引用、YMYL请参考eeat-signals。
内容质量
| 元素 | 指南 |
|---|
| 可读性 | 8-10年级水平(Flesch-Kincaid);短句、清晰语言 |
| 深度 |
匹配类型;全面覆盖而非填充 |
|
原创性 | 独特角度、数据、示例;避免单薄或重复内容 |
|
信息增益 | 此内容增加了前10名结果没有的什么?反叙事、新鲜数据、专家引用或专有见解 |
|
E-E-A-T | 作者简介、引用、专家引用——请参考
eeat-signals |
内容审计清单
审计或优化文章内容时:
| 维度 | 检查项 |
|---|
| 钩子 | 引言是否以痛点、数据或问题开头? |
| 前100字内的关键词 |
是否包含主要关键词? |
|
QAE模式 | H2是否为问题形式?每部分是否答案优先(40-60字)? |
|
字数 | 是否匹配类型?(