What does AI Prompt Improver Online do?

AI Prompt Improver Online is a browser-based AI-prompt utility. It analyses, transforms, formats, or costs your prompt entirely client-side — no OpenAI/Anthropic key needed, no data ever sent to a language model.

Does AI Prompt Improver Online call a language model or API?

No — AI Prompt Improver Online is a static analyser. It uses local heuristics (token counting, quality scoring, format rewriting) so you can iterate on prompts privately without spending API credits or leaking proprietary prompt IP.

Which AI models does AI Prompt Improver Online cover?

AI Prompt Improver Online covers the current-generation models: OpenAI (GPT-4o, GPT-4o mini, o1, o3), Anthropic (Claude 3.5 Sonnet, Haiku, Opus), Google (Gemini 1.5 Pro, Flash), and popular image models (DALL-E 3, Midjourney, Stable Diffusion, Flux).

How accurate is the token count from AI Prompt Improver Online?

AI Prompt Improver Online uses a client-side tokeniser calibrated to OpenAI's tiktoken (cl100k_base) and Anthropic's Claude tokeniser. Token counts are within 1-2% of the official API result — accurate enough for cost estimation and context-window planning.

Is my prompt private when I paste it into AI Prompt Improver Online?

Yes. All prompt analysis runs in your browser — the text is never uploaded, logged, or shared with a language-model provider. Safe to use with proprietary system prompts and confidential instructions.

Is AI Prompt Improver Online free and unlimited?

Yes — no signup, no rate limits, no premium tier. Use it as much as you like on any device.

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AI Prompt Improver Online

Improve AI prompts using proven techniques: chain-of-thought, few-shot, expert persona, structured output. Free, no signup.

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