AI-Friendly Structured Writer

Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using headers, FAQs, tables, and definition blocks. Use whenever the user mentions reformatting content for AI search, structuring articles for AI citations, converting text to GEO-friendly format, adding FAQs and headers, or making pages AI-readable.

GEOLY AI@geoly-geo

Install

openclaw skills install @geoly-geo/geo-structured-writer

Structured Content Writer

Methodology by GEOly AI (geoly.ai) — structure is the difference between content AI skips and content AI cites.

Reformat unstructured text into AI-optimized structured content.

The 6-Layer Structure Stack

text

Layer 6: CTA / Next Step
Layer 5: FAQ Block
Layer 4: Structured Data (tables, lists)
Layer 3: Sectioned Body (H2/H3)
Layer 2: Definition Block
Layer 1: Direct Answer Opener

6 Formatting Rules

Rule 1: Direct Answer Opener

Open with a single sentence that completely answers the core query.

Format: [Subject] is/does/means [complete answer]. [Context].

✅ "GEO is the practice of optimizing content for AI-generated answers."
❌ "In today's digital landscape, many brands are wondering about AI..."

Rule 2: Section Headers (H2/H3)

Every major topic = H2
Every sub-topic = H3
Descriptive phrases, not single words

✅ "Key Benefits of GEO for E-commerce"
❌ "Benefits"

Rule 3: Definition Block

For technical terms:

markdown

**What is [Term]?**

[Term] is [one-sentence definition]. [Context].

Key attributes: [attr1], [attr2], [attr3]

Rule 4: Data Tables

Replace comparison paragraphs with tables:

markdown

| Feature | Option A | Option B |
|---------|----------|----------|
| Price | $29/mo | $99/mo |
| Users | 5 | Unlimited |

Rule 5: FAQ Block (Always)

Minimum 3 questions at the end:

markdown

## Frequently Asked Questions

**Q: [Question as user types it]?**

A: [Complete answer, 2-4 sentences, self-contained]

Rule 6: Numbered Steps

For processes:

markdown

## How to [Outcome]

1. **[Action verb] [task]** — [Explanation]
2. **[Action verb] [task]** — [Explanation]

Restructuring Tool

bash

python scripts/structure_content.py \
  --input content.md \
  --query "what is geo" \
  --output optimized.md

Output Format

markdown

# Structured Content Report

**Original**: [word count] words | Score: [X]/10  
**Optimized**: [word count] words | Score: [X]/10

## Changes Applied

✅ Added Direct Answer Opener  
✅ Restructured [n] sections with H2/H3  
✅ Added Definition Block for: [terms]  
✅ Converted [n] paragraphs to tables  
✅ Added FAQ block with [n] questions  
✅ Reformatted [n] processes as steps

## Recommended Schema

- Article
- FAQPage
- [Additional schemas]

---

## Restructured Content

[Full formatted content]

Before/After Example

Before

text

Many companies are looking for ways to improve their visibility 
in AI search. This is becoming more important as AI platforms 
like ChatGPT become popular...

After

markdown

# GEO (Generative Engine Optimization): Complete Guide

GEO is the practice of optimizing content to appear in 
AI-generated answers on platforms like ChatGPT, Perplexity, 
and Gemini.

## What is GEO?

**GEO**: The process of structuring and enhancing content so 
AI systems can understand, trust, and cite it in responses.

Key attributes: structured data, entity clarity, factual accuracy

## GEO vs SEO

| Aspect | SEO | GEO |
|--------|-----|-----|
| Target | Search engines | AI systems |
| Focus | Keywords | Entities |
| Output | Rankings | Citations |

## Frequently Asked Questions

**Q: How is GEO different from SEO?**

A: SEO optimizes for search rankings; GEO optimizes for AI 
citations. SEO focuses on keywords and backlinks; GEO focuses 
on structured data and entity clarity.