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📝 Article Blueprints4 min read

# Blueprint Anatomy

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## What Is a Blueprint?

An Article Blueprint is a structured content brief generated by Topicker's AI engine. Unlike traditional outlines, blueprints include GEO-specific guidance: target entity density, recommended definition blocks, FAQ questions to answer, structural requirements, and citation probability targets. Each blueprint is reverse-engineered from the content patterns that LLMs prefer to cite.

## Blueprint Sections

Every blueprint contains: (1) Target Keywords — primary and secondary keyword targets with search volume and delta scores, (2) Article Structure — recommended H2/H3 outline with specific guidance per section, (3) Entity Requirements — named entities to include and recommended density, (4) GEO Targets — minimum scores per dimension, (5) Competitor Gap Map — what competitors miss that your article should cover.

## Quality Indicators

Blueprints include a projected GEO score based on the structure and requirements defined. This helps you estimate the citation potential before writing. Blueprints with projected scores above 70 have high citation probability. The system also flags potential issues — like sections that may be too thin or entity requirements that may be hard to meet.

## From Blueprint to Article

You can use blueprints in two ways: (1) as a brief for human writers — export the blueprint as a PDF or Markdown document, or (2) use Topicker's AI article generator to produce a full draft from the blueprint. The AI-generated draft follows the blueprint's structure, entity requirements, and GEO targets, giving you a strong starting point that you can refine.


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