Free Fix Prompt Generator Fix GEO issues in one prompt
Enter your URL. We scan your site for AI-readiness issues and generate a ready-to-paste prompt for Cursor, Windsurf, or Claude Code that fixes every detected problem.
Why the AI Fix Prompt Generator is useful
As AI search from ChatGPT, Claude, Perplexity, and Gemini becomes how buyers discover brands, your site needs to be technically readable by AI agents. Knowing what's broken is only half the battle — actually fixing llms.txt, structured data, canonical tags, and heading hierarchy usually means hours of manual work across your codebase.
This tool closes that gap. It runs a full Generative Engine Optimization (GEO) audit, then compiles every failed check into a single, precise Markdown prompt engineered for coding assistants like Cursor, Windsurf, and Claude Code. Paste it into your editor and your AI pair-programmer writes the exact fixes — no guesswork, no back-and-forth, no SEO expertise required.
Frequently asked questions
What does the generated prompt actually contain?
A structured Markdown brief for your coding agent. It opens by framing the task, then lists one section per failed check — llms.txt, llms-full.txt, robots.txt, sitemap.xml, JSON-LD schema, canonical tags, Open Graph tags, meta description, heading hierarchy, entity linkage, and more. Each section includes ready-to-write code snippets populated with your site's actual title, description, and domain, plus a footer telling the agent how to prioritize and apply the changes safely.
Which AI coding assistants does it work with?
Any of them. The prompt is plain Markdown written in English (which coding models handle best), so it works in Cursor, Windsurf, Claude Code, GitHub Copilot Chat, ChatGPT, or any other AI assistant you paste it into.
Do I need to be technical to use this?
No. You just enter your URL and copy the prompt. The technical detail lives inside the prompt, so your AI coding assistant (or your developer) does the actual implementation. If your site is already perfectly optimized and scores 100/100, we tell you there's nothing to fix instead of generating a prompt.
Is it really free, and do you store my site data?
Yes, it's 100% free with no signup. We scan the public pages of the URL you enter in real time to build the prompt, exactly like an AI crawler would. We don't require an account and we don't need access to your codebase — you stay in full control of every change your coding agent makes.