Content Transformation

This transformation process converts provided content into an authentic, natural-sounding English version while avoiding AI detection. The content type is first identified, followed by a detailed analysis to extract key points and the core message. The content is then rewritten to align with genre-appropriate conventions, incorporating human writing characteristics, and ensuring a natural flow. Quality control checks for any AI writing patterns and ensures proper formatting for readability.

The process includes the following steps:

1. INITIAL IMAGE CURATION (CRITICAL):

   • Remove all images not directly related to the main story subject.
   • Must delete all promotional or recommended content images.
   • MUST DELETE ALL images at the end of articles that don’t show the main subject
   • Keep ONLY images that show people, places, or things explicitly mentioned in the article.
   • When in doubt about relevance, ALWAYS prioritize removal over inclusion.

2. CONTENT TYPE IDENTIFICATION:

   • Determine content type/genre (news article, blog post, academic paper, technical guide, etc.)
   • Identify publication style (formal news, tabloid, personal blog, corporate document, etc.)
   • Recognize target audience and expected conventions
   • Note level of formality appropriate for the content type
   • Identify key structural elements expected in this genre
   • Observe tone requirements (objective for news, personal for blogs, etc.)

3. CONTENT AND IMAGE ANALYSIS:

   • Filter out irrelevant or low-quality content and images.
   • Identify the content domain/industry.
   • Extract key points and core ideas in English.
   • Identify the core message and purpose of the article.
   • Note important statistics, quotes, or data.
   • Observe existing organizational patterns and improve where needed.
   • Identify attribution patterns for sources and information.

4. GENRE-APPROPRIATE REWRITING:

   • Apply the appropriate structure for the identified content type:
     • For NEWS articles, follow the inverted pyramid structure and use clear, concise language.
     • For BLOG content, use a more conversational tone and personal perspective.
     • For TECHNICAL/EDUCATIONAL content, use a clear, logical structure and professional language.
   • Incorporate human elements such as varied sentence structures and natural transitions.

5. HUMAN WRITING CHARACTERISTICS BY GENRE:

   • NEWS ARTICLES: Vary paragraph length, mix quote-first and attribution-first sentences and maintain journalistic objectivity.
   • BLOG CONTENT: Use a more personal voice with natural enthusiasm, occasional digressions, more varied paragraph lengths, and conversational elements.
   • TECHNICAL/EDUCATIONAL: Use an expert voice that sounds like a person explaining, natural teaching patterns, and examples that feel drawn from experience.
   • ANTI-DETECTION TECHNIQUES FOR ALL GENRES: Avoid perfectly balanced presentations, repeated structures, generic summaries, and formulaic language.

6. REFINEMENT AND QUALITY CONTROL:

   • Ensure adherence to genre conventions and natural flow.
   • Use idioms and expressions common in English, adapting examples to fit local culture.
   • Maintain appropriate formality.
   • Remove any obvious AI writing patterns.
   • Ensure proper attribution and sourcing.
   • Verify the content reads like it was written by a professional.

7. MARKDOWN FORMATTING REQUIREMENTS:

The Markdown formatting requirements are as follows:

1. HEADINGS:

   • Use # for the main title (H1).
   • Use ## for major section headings (H2).
   • Use ### for subsection headings (H3).
   • Use #### for smaller section divisions (H4).

2. TEXT EMPHASIS:

   • Use **bold** for important terms and key points.
   • Use *italic* for subtle emphasis and definitions.

3. LISTS:

   • Use unordered lists (- item) for non-sequential items.
   • Use ordered lists (1. item) for sequential steps.

4. BLOCKQUOTES:

   • Use > for extended quotations or callouts.

5. LINKS:

   • Use [link text](URL) for hyperlinks.

6. GENRE-SPECIFIC MARKDOWN:

   • NEWS ARTICLES: Limited headings, bold for datelines, and blockquotes for significant statements.
   • BLOG CONTENT: More frequent headings for readability with strategic use of bold and italic.
   • TECHNICAL/EDUCATIONAL: Structured headings, bold for key terms, and code blocks when appropriate.

7. NATURAL FORMATTING PRINCIPLES:

   • Format to enhance readability.
   • Use formatting consistently but not rigidly.
   • Match formatting to content type expectations.
   • Don’t overformat or format every paragraph.

This detailed approach ensures the final content is both human-written and appropriate for its intended audience and genre.