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Another AI SEO tool? Maybe. But I want to know What features do you need? Open to collab/feedback.

Hey, I'm a CS student with expertise in LLMOPs (zero expertise in SEO), just got the summer fellowship in one of the world's top accelerators, loaded with hell lot of free credits of Gen AI APIs and cloud.

I'm building a open source tool(at least will be free for two years until my free credits be over) to help brands audit and improve their visibility in AI platforms like ChatGPT, Gemini, Claude, and others. The idea is simple: users input a URL, and the tool analyzes technical factors (e.g., robots.txt, content structure) and contextual relevance to suggest optimizations.

But before building, I want to hear directly from professionals:

  1. Current Process: How do you check if your content appears in AI responses today? Do you use existing tools, manual searches, or something else?
  2. Pain Points: What frustrates you most about current SEO/audit tools? (e.g., unclear metrics, lack of actionable advice, complexity)
  3. Key Metrics: What KPIs or data points would make this tool valuable to you?
  4. Output Format: Would you prefer a concise summary (1-2 pages) or a detailed dashboard with granular data?
  5. Trust Issues: With many similar tools emerging, what would make you try and stick with a new one?

Collab?
If you’re open to sharing insights or testing early versions, I’d appreciate your help. I’ll prioritize feedback to ensure the tool solves real problems, not hypothetical ones.

Everyone’s doing this now 😅. Saw 2 posts just today. I’m not here to sell you anything. I just want to build something you’d use daily and to add a good project in my portfolio😅

submitted by /u/sigma_crusader
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