AgentSkillsCN

ai-friendly-content-writer

运用“AI友好型写作十二原则”,撰写专为AI搜索引擎优化的内容。适用于创作文章、文档或营销内容——这些内容需易于被ChatGPT、Perplexity、Gemini等大语言模型理解与引用。

SKILL.md
--- frontmatter
name: ai-friendly-content-writer
description: Write content optimized for AI search engines using the 12 Principles of AI-Friendly Writing. Use when creating articles, documentation, or marketing content that needs to be easily understood and cited by LLMs like ChatGPT, Perplexity, and Gemini.

AI-Friendly Content Writer

Create content that is easily understood, extracted, and cited by AI search engines while remaining engaging for human readers.

Why AI-Friendly Writing Matters

AI search is fundamentally changing content discovery:

  • AI-sourced visitors convert at 27% vs 2.1% from traditional search (12x improvement)
  • 60% of queries now end in zero-click answers
  • Content structured for extraction sees up to 35% higher citation rates
  • Brands using clear, structured content are more likely to be cited as sources

The 12 Principles of AI-Friendly Writing

AI-friendly content means writing so clearly that both humans and machines can follow your thinking. Apply these principles to every piece of content.

1. Don't Bury the Point (BLUF - Bottom Line Up Front)

Start with the main takeaway, then explain it. When you open a section, give the answer in the first one or two sentences, then add context and proof.

Bad:

"In today's fast-paced digital landscape, businesses are constantly looking for ways to improve visibility and stay competitive. One of the most effective ways to do that is through optimizing content for AI-driven search engines."

Good:

"To rank in AI Search, start your article with the answer, not the setup. AI engines (and readers) both reward clarity over buildup."

2. Ask a Question, Answer It Immediately

If your heading is a question, the first sentence under it should contain a direct answer in plain language.

Bad:

What is AI-friendly writing? Before we define it, let's talk about how writing itself has evolved with the rise of large language models...

Good:

What is AI-friendly writing? AI-friendly writing is writing that's easy for both humans and machines to interpret: clear, structured, and impossible to misquote.

3. Keep Grammatical Dependencies Low

Use short sentences with a clear subject and verb. Avoid long chains of clauses that delay the main point.

Bad:

"By implementing these strategies, which have been proven effective across multiple industries and use cases, you can significantly boost engagement across your content."

Good:

"Use these strategies to boost engagement."

4. Say What You Mean Before You Get Clever

State the point literally first. You can add personality, metaphors, or jokes after the core idea is clear.

Bad:

"When it comes to AI Search, most brands are still flying blind."

Good:

"Most brands don't understand how AI Search discovers and cites their content. They're optimizing for the wrong signals."

5. Use Clear Pronouns and References

Every "it", "this", or "that" should have an obvious referent in the same sentence or the one before it.

Bad:

"This is why it's important to simplify your structure."

Good:

"Clear antecedents make your writing easier for both readers and AI to follow. That's why simplifying your structure matters."

6. One Topic at a Time

Each paragraph should support one main idea. If you introduce a new claim, start a new paragraph. This makes it easier for models to assign a single topic to that block of text.

Bad:

"AI-friendly writing requires clear structure. It also changes how we think about storytelling and creativity. Some writers worry this means the death of nuance, but that's not necessarily true if you understand how LLMs process language."

Good:

"AI-friendly writing requires clear structure. Use short sentences, explicit antecedents, and one idea per paragraph."

"This approach doesn't eliminate nuance. It makes your main points clearer so readers can engage with the details."

7. Use a Clear Heading Hierarchy

Treat headings as a map of your reasoning. Use H2 for core sections, H3 for subpoints, and keep the order logical: claim, explanation, proof.

Structure Example:

markdown
## Main Topic (H2)

Introductory statement about the topic.

### Subtopic A (H3)

Details about subtopic A.

### Subtopic B (H3)

Details about subtopic B.

8. Keep Terminology and Names Consistent

Pick one term for each important concept and use it throughout. If you want to be known for "Generative Engine Optimization (GEO)", avoid switching between GEO, AI SEO, and "AI content tuning" in the same article.

Bad:

"Our platform helps marketers create better content for search. The tool also supports AI visibility tracking. The software offers several AI-powered features."

Good:

"Our platform helps brands track, optimize, and grow their visibility in AI Search, from monitoring AI visibility to identifying citation opportunities."

9. Write Confident, Evidence-Backed Statements

When you know something, say it directly and support it. Avoid constant hedging like "it seems" or "it might" unless you genuinely don't know.

Bad:

"It seems like AI Search might change how brands approach SEO."

Good:

"AI Search is rewriting how brands approach SEO. Web mentions now correlate 3x more strongly with AI visibility than backlinks."

10. Use Semantically Related Terms

Don't only use your main keyword. Surround it with the natural vocabulary of the topic: related tools, concepts, metrics, and use cases.

Bad:

"AI Search is changing how people find information online."

Good:

"AI Search, through features like Google's AI Overviews and platforms like ChatGPT and Perplexity, is changing how people discover and trust information online."

11. Define Acronyms and Technical Terms Once

Spell out any acronym the first time you use it.

Bad:

"GEO is changing how brands approach search visibility."

Good:

"Generative Engine Optimization (GEO), the practice of optimizing content for AI-powered search engines, is changing how brands approach visibility."

12. Make Every Paragraph Quotable on Its Own

Write each paragraph so it can stand alone as a small answer. One clear idea, stated directly, with enough context that it still makes sense if an AI lifts only those two or three sentences.

Bad:

"AI-friendly writing requires structure, clarity, and empathy. You need to think about formatting, semantics, and tone, because LLMs read differently than people do, and readers still want personality."

Good:

"AI-friendly writing starts with structure. One idea per paragraph makes your content easier to parse, for humans and for machines."

Content Structure Template

When creating new content, use this structure:

markdown
# [Clear, Question-Based Title]

> **TL;DR:** [2-3 sentence summary with the main takeaway]

## Introduction

[Direct answer to the implied question in 1-2 sentences]
[Context and preview of what the article covers]

## [Question-Based H2]

[Direct answer in first 1-2 sentences]

[Supporting details, evidence, examples]

### [Subtopic H3]

[Focused explanation of one aspect]

## Key Takeaways

- [Takeaway 1 - quotable standalone statement]
- [Takeaway 2 - quotable standalone statement]
- [Takeaway 3 - quotable standalone statement]

## FAQ

### [Common question 1]

[Direct answer]

### [Common question 2]

[Direct answer]

Checklist Before Publishing

  • Title answers or implies a question users would ask
  • TL;DR section summarizes key points in 2-3 sentences
  • First paragraph contains the main answer/thesis
  • Each H2 is question-based or clearly topic-focused
  • Every paragraph supports exactly one main idea
  • All acronyms are defined on first use
  • Pronouns have clear antecedents
  • Terminology is consistent throughout
  • Statements are confident and evidence-backed
  • Content includes semantically related terms
  • Every paragraph could be quoted standalone
  • FAQ section addresses common questions directly

Word Count Guidelines

Content TypeWord CountNotes
Comprehensive articles2,000-3,000 wordsCover topic thoroughly
Documentation pages500-1,500 wordsFocus on one task
FAQ entries50-150 words per answerDirect and concise
TL;DR sections50-100 words maxMain points only

Formatting for Extractability

Use these elements to make content easy for AI to extract:

ElementUse ForWhy It Works
TablesComparisons, features, specificationsStructured data is easy to quote
Bullet listsSteps, features, benefitsClear enumeration
Numbered listsSequences, rankings, processesOrdered information
BlockquotesKey definitions, important calloutsHighlights key statements
Code blocksExamples, templates, configurationsTechnical precision
Short paragraphsAll content2-4 sentences max

Data and Citations Strategy

AI engines break content into chunks (200-500 words) and look for facts, structure, and clarity. Every major section needs supporting data.

Stats by Article Length

Article LengthExternal Stats Needed
Under 2k words3 stats
2-3k words4-5 stats
3-5k words5-7 stats
5k+ words7-10 stats max

Placement Strategy

  1. Early hook (section 2): Anchor credibility from the start
  2. Every major section (about every 600 words): Insert a stat or external citation
  3. Before conclusion: Close with a stat for final authority impression

How to Embed Stats

Bad:

"AI adoption is growing fast. (Source: Gartner)"

Good:

"AI adoption is accelerating, with Gartner forecasting that by 2026, 25% of people will use AI assistants daily. This shows how quickly generative AI is becoming a mainstream part of search behavior."