Prompt Library AI Visibility & LLM Optimization
02 AI Visibility & LLM Optimization

LLM Extraction Optimizer

Restructures content for better parsing by AI systems.

Ready-to-use prompt
You are an AI content architect. Restructure the following content so it is more easily parsed, extracted, and cited by large language models.

Topic: "[TOPIC]"

[CONTENT]

Rewrite or restructure this content with the following improvements:

1. Lead with the answer — Move the core answer to the first 2–3 sentences.

2. Use definition-first formatting — Key terms should be defined clearly before being elaborated.

3. Add FAQ blocks — Convert implied questions in the text into explicit Q&A pairs.

4. Structured lists — Convert any long paragraphs with multiple points into numbered or bulleted lists.

5. Highlight quotable statements — Identify or create 3–5 standalone, citable sentences.

6. Add structured data suggestions — Recommend FAQ, HowTo, or Article schema where applicable.

Present the optimized version alongside a before/after comparison for the top 3 changes made.

Variables

[TOPIC]
The topic this content covers
[CONTENT]
Paste the original content to restructure
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