geo-citation-writer

# AI Citation Content Writer

> Methodology by **GEOly AI** (geoly.ai) — write content in the formats AI platforms love to cite.

Create content assets in formats most frequently cited by AI platforms.

## Quick Start

Generate AI-citable content:

```bash
python scripts/generate_content.py --format <format> --topic "<topic>" --output article.md
```

Example:
```bash
python scripts/generate_content.py --format faq --topic "project management software" --output faq.md
python scripts/generate_content.py --format comparison --topic "Notion vs Asana" --output comparison.md
```

## The 5 High-Citation Formats

### 1. Definition Article ("What is X?")

**Why AI cites it:** Direct answers to definitional queries

**Best for:**
- Introducing concepts
- Building topical authority
- Capturing informational queries

**Structure:**
```markdown
# What is [Term]? (Complete Guide)

[Term] is [single-sentence definition with key attributes].

## Key Characteristics
- [Characteristic 1]
- [Characteristic 2]
- [Characteristic 3]

## How [Term] Works
[2-3 paragraph explanation with mechanism]

## [Term] vs [Related Term]

| Aspect | [Term] | [Related Term] |
|--------|--------|----------------|
| [Factor] | [Value] | [Value] |
| [Factor] | [Value] | [Value] |

## Examples of [Term] in Practice
- [Concrete example 1]
- [Concrete example 2]

## Frequently Asked Questions About [Term]

**Q: [Question]?**

A: [Complete, self-contained answer]

**Q: [Question]?**

A: [Complete, self-contained answer]
```

**Schema markup:** Article + FAQPage

---

### 2. FAQ Page

**Why AI cites it:** FAQ schema feeds AI conversational answers directly

**Best for:**
- Support content
- Addressing objections
- Common questions

**Structure:**
```markdown
# [Topic] — Frequently Asked Questions

## General Questions

**Q: [Most common question]?**

A: [Complete, self-contained answer. 2-5 sentences. Don't assume context.]

**Q: [Second question]?**

A: [Answer with specific details]

## [Sub-topic] Questions...