What would you want from an AI Discovery Intelligence tool?
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Hi everyone. I am Dana, the founder of Axis Suite. I am launching on April 14th and I wanted to start a conversation before then.
Most AI visibility tools focus on tracking mentions and share of voice. We are building something different. A platform that reveals why AI systems select certain brands over others. We call it AI Discovery Intelligence.
Before we launch I am genuinely curious:
If you could understand one thing about how AI systems decide which brands to recommend, what would it be?
What frustrates you most about current AI visibility tools?
What would make you switch from what you are using now?
I am building in public and your feedback directly shapes what we prioritize. Thanks in advance for any thoughts.
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One thing I keep hearing from founders is that they want to understand why AI hesitates before recommending their brand. Not just whether they appeared but why the language sounds confident or cautious. That diagnostic layer is exactly what we are building toward. Curious if that resonates with anyone here.
This week I have been writing about model confidence, specifically why AI hesitates before recommending certain brands. It is one of the core problems Axis Suite is designed to diagnose. Would love to hear if anyone has experienced this with their own brand.