Hey everyone! 👋 I'm the founder of Prompthance and wanted to share some context on why I built this. I was spending hours tweaking prompts for client projects, getting frustrated with inconsistent results. Realized the issue wasn't the AI models - it was how I was prompting them. What makes this different:
Upload any image → get structured JSON prompts automatically Real-time JSON editor for precise control Actually reproducible results
Currently free to try - still figuring out pricing based on user feedback. Honest question: What's your biggest frustration with AI image generation? I'm always looking to improve the tool based on real user pain points. Would love to hear your thoughts or answer any questions!
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@prompt_dogan I tried it. It works very well. Thanks for sharing on PH. Bookmarked. :)
Batch image-to-prompt processing is definitely on the roadmap. It's one of the most requested features already, and we totally see how valuable it would be — especially for creators working at scale or generating prompt libraries.
We're currently focused on refining single-image accuracy and JSON quality, but batch upload + generation is coming soon. If you'd like, I can keep you in the loop once it rolls out!
Thanks for the kind words — means a lot! 🚀
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Tried it on a concept sketch and the JSON prompt it generated was surprisingly spot-on, saved me a bunch of fiddling. Love that you can tweak it live too.
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Great! we really need the prompt words in json format
Transforming images into structured AI prompts in JSON is such a cool bridge between visual and generative workflows. Looks like a handy tool for creators and builders. Congrats on the launch 🚀
Really appreciate that, love how you phrased it. That’s exactly the vision. Thanks for the kind words and support! 🚀
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@prompt_dogan Awesome Work man , this is a very potential product , I can think of lot of use cases . One QQ: Do you think it is able to handle very complex image where multiple layers / designs are involved.?
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Love this, Dogan! Turning visuals into structured prompts is a real time-saver for consistent results.
How well does it handle abstract or heavily stylized images?
@shantanusewu Thanks a lot! 🙌 For abstract or heavily stylized visuals, Prompthance does a good job capturing key elements like color, mood, and structure.
Super niche styles (like surrealism or glitch) might need light tweaking, but it still gives a strong starting point especially when paired with expressive models like Midjourney or Sora.
As someone that isn't great at prompting for image generation, having a "shortcut" to maintain a specific colour theme and style is very useful on maintaining design consistency for me! In your experience, was there an AI tool that responded better than others to the JSON prompt (e.g. Midjourney)?
@lienchueh Thanks so much for the kind words! 🙌 You're absolutely right. In my experience, most modern AI models interpret JSON-style prompts quite well, especially those designed for multi-parameter control. However, while Sora and Midjourney are powerful in their own ways, they don't natively support structured JSON input. Instead, models like Flux or similar lightweight systems often fall short when it comes to maintaining fidelity across color themes and style elements.
So if consistency and control are key, you're definitely on the right track using structured prompts with the right tools! Let me know if you ever want model-specific tips, happy to help.
Replies
Prompthance
Hey everyone! 👋
I'm the founder of Prompthance and wanted to share some context on why I built this.
I was spending hours tweaking prompts for client projects, getting frustrated with inconsistent results. Realized the issue wasn't the AI models - it was how I was prompting them.
What makes this different:
Upload any image → get structured JSON prompts automatically
Real-time JSON editor for precise control
Actually reproducible results
Currently free to try - still figuring out pricing based on user feedback.
Honest question: What's your biggest frustration with AI image generation? I'm always looking to improve the tool based on real user pain points.
Would love to hear your thoughts or answer any questions!
@prompt_dogan I tried it. It works very well. Thanks for sharing on PH. Bookmarked. :)
AltPage.ai
Whoa, turning any pic into a clean JSON prompt in seconds is just genius—gonna save me sooo much time, tbh. You folks really nailed it!
Prompthance
@joey_zhu_seopage_ai
Thank you! 🙌
That’s exactly what we were aiming for — making prompt creation fast, clean, and hassle-free. More improvements coming soon! 🚀
Nas.com
Rapid image-to-prompt is so handy! Can you batch process multiple images at once?
Prompthance
@samanvaya_pant
Absolutely! 🙌
Batch image-to-prompt processing is definitely on the roadmap. It's one of the most requested features already, and we totally see how valuable it would be — especially for creators working at scale or generating prompt libraries.
We're currently focused on refining single-image accuracy and JSON quality, but batch upload + generation is coming soon. If you'd like, I can keep you in the loop once it rolls out!
Thanks for the kind words — means a lot! 🚀
Tried it on a concept sketch and the JSON prompt it generated was surprisingly spot-on, saved me a bunch of fiddling. Love that you can tweak it live too.
Great! we really need the prompt words in json format
Linkinize
Transforming images into structured AI prompts in JSON is such a cool bridge between visual and generative workflows. Looks like a handy tool for creators and builders. Congrats on the launch 🚀
Prompthance
@naderikladious
Really appreciate that, love how you phrased it. That’s exactly the vision. Thanks for the kind words and support! 🚀
@prompt_dogan Awesome Work man , this is a very potential product , I can think of lot of use cases . One QQ: Do you think it is able to handle very complex image where multiple layers / designs are involved.?
Love this, Dogan! Turning visuals into structured prompts is a real time-saver for consistent results.
How well does it handle abstract or heavily stylized images?
@prompt_dogan
Prompthance
@shantanusewu Thanks a lot! 🙌 For abstract or heavily stylized visuals, Prompthance does a good job capturing key elements like color, mood, and structure.
Super niche styles (like surrealism or glitch) might need light tweaking, but it still gives a strong starting point especially when paired with expressive models like Midjourney or Sora.
Trufflow
As someone that isn't great at prompting for image generation, having a "shortcut" to maintain a specific colour theme and style is very useful on maintaining design consistency for me! In your experience, was there an AI tool that responded better than others to the JSON prompt (e.g. Midjourney)?
Prompthance
@lienchueh Thanks so much for the kind words! 🙌 You're absolutely right. In my experience, most modern AI models interpret JSON-style prompts quite well, especially those designed for multi-parameter control. However, while Sora and Midjourney are powerful in their own ways, they don't natively support structured JSON input. Instead, models like Flux or similar lightweight systems often fall short when it comes to maintaining fidelity across color themes and style elements.
So if consistency and control are key, you're definitely on the right track using structured prompts with the right tools! Let me know if you ever want model-specific tips, happy to help.