AI Citation Content 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:

python scripts/generate_content.py --format  --topic "" --output article.md

Example:

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:

Structure:

# 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:

Structure:

# [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
Q: [Question]?
A: [Answer]
Troubleshooting / Edge Cases
Q: [Question]?
A: [Answer]

Schema markup: FAQPage Best practices:

3. Comparison Guide (A vs B)

Why AI cites it: Comparison prompts are extremely common in AI search

Best for:

Structure:

# [Brand A] vs [Brand B]: [Year] Comparison
Quick Answer
[Brand A] is better for [use case A]. [Brand B] is better for [use case B].
Side-by-Side Comparison
| Feature | [Brand A] | [Brand B] |
|---------|-----------|-----------|
| [Feature 1] | [Value] | [Value] |
| [Feature 2] | [Value] | [Value] |
| Pricing | [Price] | [Price] |
| Best for | [Use case] | [Use case] |
Detailed Analysis
[Brand A] Strengths
[Strength 1]
[Strength 2]
[Brand B] Strengths
[Strength 1]
[Strength 2]
Which Should You Choose?
Choose [Brand A] if:
[Use case criteria]
[Use case criteria]
Choose [Brand B] if:
[Use case criteria]
[Use case criteria]
Verdict
[2-3 clear recommendation sentences based on use case]

Schema markup: Article + FAQPage Best practices:

4. How-To Guide

Why AI cites it: Step-by-step instructions are #1 for how-to answers

Best for:

Structure:

# How to [Achieve Outcome]: Step-by-Step Guide
What you need: [prerequisites list]  
Time required: [estimate]  
Difficulty: [Easy/Medium/Hard]
Step 1: [Action verb + outcome]
[Clear instruction. One action per step.]
✅ Result: [What the user will see/have after this step]
Step 2: [Action verb + outcome]
[instruction]
✅ Result: [Expected outcome]
[Continue for each step...]
Common Mistakes to Avoid
[Mistake]: [How to avoid]
Frequently Asked Questions
Q: [Question about the process]?
A: [Answer]

Schema markup: HowTo + FAQPage Best practices:

5. Original Data / Statistics Roundup

Why AI cites it: AI heavily cites original statistics and research

Best for:

Structure:

# [N] Key Statistics About [Topic] ([Current Year])
Key finding: [Most impactful stat in one sentence]
[Sub-category] Statistics
[Stat]% of [metric] — [Source, Year]
[Number] [unit] [finding] — [Source, Year]
[Stat]% [finding] — [Source, Year]
[Sub-category] Statistics
[Continue...]
Methodology
[How the data was collected/sourced]
Key Takeaways
[Insight 1]
[Insight 2]
[Insight 3]

Schema markup: Article Best practices:

Format Selection Guide

| Goal | Recommended Format | |------|-------------------| | Build topical authority | Definition article | | Address support questions | FAQ page | | Capture commercial intent | Comparison guide | | Drive product adoption | How-to guide | | Attract PR/links | Statistics roundup |

Content Generation Tools

Interactive Generator

python scripts/generate_content.py --interactive

Walks through format selection and content creation interactively.

From Template

python scripts/generate_content.py --format definition --topic "generative engine optimization"

Uses templates to generate content structure.

Batch Generation

python scripts/batch_generate.py --format faq --topics-file topics.txt --output-dir ./content/

Generate multiple pieces from a list of topics.

Writing Best Practices

Universal Rules

1. Lead with the answer — First sentence should answer the question 2. Be specific — Use data, names, dates 3. Write standalone answers — Each section should make sense alone 4. Use headers — H2 every 300-500 words 5. Add FAQs — Every format benefits from FAQ section 6. Include schema — Use geo-schema-gen skill for markup

Brand Integration

See Also

Generate AI-citable content:

python scripts/generate_content.py --format  --topic "" --output article.md

Example:

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