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BitPrompt
Optimise your AI prompts for better LLM outputs — instantly
BitPrompt analyses your raw prompts and rewrites them for better clarity, context, and structure — without sending your data to any external AI. Built with React + FastAPI, it uses token analysis (tiktoken), context scoring, and instruction clarity checks to turn vague prompts into precise ones. No API key needed. No cost per use.
Hey ProductHunt! 👋 I'm Rahil, a solo developer from Mumbai.
I built BitPrompt because I kept seeing people (including myself) get mediocre LLM outputs — not because the model was bad, but because the prompt was unclear. Most prompt tools just send your input to another LLM to rewrite it. That felt wasteful and expensive.
So I built a different approach: BitPrompt scores and improves prompts programmatically — using token analysis, context injection, and instruction clarity scoring — entirely without an external LLM API. It's fast, free to use, and your prompts never leave the system.
Built with: React · FastAPI · Python · tiktoken · Vercel CI/CD
🔗 Live: https://bitprompt.vercel.app
💻 GitHub: https://github.com/rahilubare
Would love your feedback — what prompt problems do you face most? 🙏
About BitPrompt on Product Hunt
“Optimise your AI prompts for better LLM outputs — instantly”
BitPrompt was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #57 on the daily leaderboard. BitPrompt analyses your raw prompts and rewrites them for better clarity, context, and structure — without sending your data to any external AI. Built with React + FastAPI, it uses token analysis (tiktoken), context scoring, and instruction clarity checks to turn vague prompts into precise ones. No API key needed. No cost per use.
On the analytics side, BitPrompt competes within Productivity, Artificial Intelligence and Product Hunt — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how BitPrompt performed against the three products that launched closest to it on the same day.
Who hunted BitPrompt?
BitPrompt was hunted by Rahil. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of BitPrompt including community comment highlights and product details, visit the product overview.
Rahil