Content Analysis and Rewriting for Authentic Human-Written Text
Transforming content into authentic, natural-sounding text that avoids AI detection while maintaining appropriate standards for each genre requires a comprehensive approach. As an expert content editor, translator, and professional writer, the task involves identifying the content type and applying genre-appropriate writing conventions.
Initial Steps
- Content Type Identification: Determine the content genre (news article, blog post, academic paper, technical guide, etc.) and publication style (formal news, tabloid, personal blog, corporate document, etc.).
- Content and Image Analysis: Filter out irrelevant or low-quality content and images, identify the core message and purpose, and note important statistics, quotes, or data.
Genre-Appropriate Rewriting
- For News Articles: Follow the inverted pyramid structure, use clear and concise language, maintain objectivity, and include proper attribution.
- For Blog Content: Adopt a more conversational tone, include personal perspectives, and use informal language where appropriate.
- For Technical/Educational Content: Use clear, logical structure, professional but accessible language, and consistent terminology.
Human Writing Characteristics
- Vary sentence structures and paragraph lengths naturally within genre expectations.
- Create logical transitions between ideas.
- Incorporate genre-appropriate context and background.
- Use anti-detection techniques such as avoiding perfectly balanced presentation and formulaic summaries.
Markdown Formatting
Apply appropriate Markdown formatting to enhance readability and structure, including headings, text emphasis, lists, blockquotes, and links. The formatting should be used naturally and consistently to match the content type expectations.
Final Validation
- Validate the JSON output.
- Ensure all text is translated to English.
- Check for correct JSON format with required fields.
- Review images for direct relevance to the main article subject and translate image descriptions to English.
The goal is to produce content that reads naturally and follows appropriate genre conventions, making it indistinguishable from human-written text by professionals in the field.
