PrompTessor
AI prompt analysis and optimization
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Rizki Murtadha

PrompTessor Reverse Prompt - Reveal the hidden prompt behind any content

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PrompTessor
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PrompTessor Reverse Prompt lets you uncover the hidden prompt behind any video, image, text, or URL. Unlike traditional prompt tools, it works in reverse — analyzing the content itself to generate the most likely prompt that created it. You can then refine or optimize that prompt to recreate similar outputs in your favorite AI models.

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Rizki Murtadha
Maker
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Hey everyone 👋 I’m the solo founder behind PrompTessor an AI-powered platform for prompt analysis and optimization. When I built PrompTessor, I noticed one missing piece: we could optimize prompts, but not understand how great AI content was actually created. That’s what led to Reverse Prompt a feature that works backward, analyzing videos, images, texts, or URLs to reveal the hidden prompt that likely generated them. It helps creators, developers, and prompt engineers learn from existing AI outputs, refine their prompts, and recreate high-quality results faster. Would love your thoughts and feedback especially on how this could be expanded for other creative or LLM workflows. 🚀
Shahmeer Baloch

The concept is great. It says 5 free prompts, but i guess it wasnt for the Reverse Prompting. But anyways! that's awesome if it works the way as it shows in your video.

Rizki Murtadha
Maker

@shahmeer_baloch1 Yep, exactly! The 5 free prompts cover the basic features. Reverse Prompt is part of the advanced set since it needs deeper AI processing. Really appreciate your feedback!

Saul Fleischman

Playing with it now, It did throw Medo.dev for a loop, just confused it.

May I suggest that your tool should not produce bulk text, but the kind of outlined, hierarchy-based prompt structures? They work.

Rizki Murtadha
Maker

@osakasaul Good point, Saul! You can already do that through Refine with Your Feedback after getting the optimized prompt it helps you shape it into a more structured, hierarchy-based format.