- name
- geo-structured-writer
- description
- 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.
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
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 Opener6 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:
**What is [Term]?**
[Term] is [one-sentence definition]. [Context].
Key attributes: [attr1], [attr2], [attr3]Rule 4: Data Tables
Replace comparison paragraphs with tables:
| Feature | Option A | Option B |
|---------|----------|----------|
| Price | $29/mo | $99/mo |
| Users | 5 | Unlimited |Rule 5: FAQ Block (Always)
Minimum 3 questions at the end:
## Frequently Asked Questions
**Q: [Question as user types it]?**
A: [Complete answer, 2-4 sentences, self-contained]Rule 6: Numbered Steps
For processes:
## How to [Outcome]
1. **[Action verb] [task]** — [Explanation]
2. **[Action verb] [task]** — [Explanation]Restructuring Tool
python scripts/structure_content.py \
--input content.md \
--query "what is geo" \
--output optimized.mdOutput Format
# 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
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
# 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.