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AI Content Generation

Mimicry's core power lies in its sophisticated AI generation pipeline, designed for speed, SEO, and avoiding detection.

Intelligent Media Handling

Mimicry doesn't just write text; it builds complete articles with high-quality, optimized visuals through a multi-layered discovery strategy.

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Auto Image Discovery

The system uses an intelligent cascading search strategy to find the best images:

  • • Primary: DuckDuckGo Search API for real-time relevance.
  • • Secondary: Bing Image Crawler for expanded results.
  • • Tertiary: Unsplash API for high-quality professional photography.
  • • Filters: Automatically rejects vertical (portrait) images and samples from over 4,000+ keywords to ensure horizontal layout consistency.
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Smart Optimization

Every image goes through a local optimization pipeline immediately after download:

  • • WebP Conversion: Automatically converts JPG/PNG to WebP, reducing file size by up to 80% without visible quality loss.
  • • Quality Mapping: Supports four compression levels (Tiny, Small, Medium, Normal) configurable in settings.
  • • On-the-Fly Resize: The /media/resize endpoint generates thumbnails dynamically using LANCZOS resampling for crystal-clear visuals at any size.
  • • Fit Modes: Supports cover (intelligent center-crop), contain, and fill to match your theme's layout perfectly.

Advanced Humanizer System

Mimicry uses a specialized ContentHumanizer engine to mask AI patterns and improve "Burstiness" and "Perplexity" scores.

auto_fix_high How Humanization Works

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Filler Injection

Injects natural-sounding phrases like "Honestly,", "Look,", or "Actually," at the start of sentences to break predictable robotic patterns.

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Transition Re-mapping

Replaces sterile transitions like "Therefore," with casual human-like alternatives like "So," or "Basically,".

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Giveaway Removal

Automatically strips common "AI giveaways" such as "It is important to note that" or repetitive summarizing concluding paragraphs.

Efficiency Example

Sterile AI Output

"In conclusion, it is important to note that technology helps us daily. Therefore, we must use it wisely."

Mimicry Humanized

"Honestly, technology just helps us every single day. So, basically, we should just use it wisely."

verified Anti-Detection Performance

Content processed through Mimicry consistently achieves **90-99% Human** scores on tools like Originality.AI and GPTZero by manipulating lexical density and structural randomness.

Workflow Integration

These features are fully integrated into the Automation Campaigns. You don't need to configure them manually; every piece of content generated by Mimicry is automatically optimized, humanized, and visually enriched before it goes live.