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I'm looking for testers/feedback on a new Answer Engine Optimization platform I am building. MVP just launched.

I’m building a new AEO/GEO platform called MentionDesk, aimed at helping brands get featured in responses from ChatGPT, Claude, Perplexity, and other AI engines. If you’re interested in early, free access and willing to share your feedback, I’d love for you to join as a tester!

During the testing period, you'll have full access to all features. You’ll gain valuable insights about your brand’s position and visibility in AI search results.
It’s a win-win—you learn more about your brand’s visibility in AI, and we gain helpful feedback to improve MentionDesk.

If you're interested, just let me know!

You can also check it out here: https://mentiondesk.com

on July 25, 2025
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    Cool build. I’m Marc Wajsberg from X8Agency in Belgium. From the agency/operator side, the biggest product gap I see in AEO tools is repeatable measurement.

    If you want this to be genuinely useful (not “AI visibility vibes”), I’d prioritize:
    User-defined prompt sets by intent (info vs comparison vs “best X for Y”), run on a schedule.

    Clear separation of named mentions vs cited sources (and what changed week-to-week).
    A “corroboration map” that shows where the model is likely pulling trust from (communities/reviews/knowledge bases).
    Exportable change log: “we shipped X → mention/citation delta Y.”

    Happy to give sharper feedback if you share an example report, these details determine whether it’s a dashboard or an operating system.

  2. 1

    I visited your site, as mentioned above; it's an amazing concept. I had a few ideas to improve the user experience.

    • The homepage could be embedded with a clearer tag line and introduction, aligning with the real purpose.
    • There are console errors that can impact loading or debugging.
    • Invalid emails are accepted on the signup/login page; a library can be added to accept valid emails.
    • A short demo video can be added to show the working of the site and then linked to either "get started" or "explore demo".
      Would you like a short video tutorial walking you through this in detail? Free - I'm just practicing and learning by helping real builders.
      Keep going - the concept is great! Keep building!
  3. 1

    Amazing tool you're building. I have a community of over 300 beta testers who would love to check out your new platform, I'd love to share the link with you, how do I get in touch?