Do you think AI can generate meaningful product feedbacks, or is human input still essential?
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AI tools like ChatGPT, Claude, and others are getting better at analyzing products and generating insights. But can it truly provide meaningful feedback?
I'd love to hear your thoughts. Would you trust AI-generated feedbacks on a product? 🤔
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Replies
I believe that there is nothing more valuable than a human review based on first-hand experience. No matter how wonderful AI is in its analytics, we are still creating our products for real people, not for AI.))
DeepTagger
@anastasiiazhur , exactly, I agree with you 💯. We're building for people, and we can't develop genuine empathy from a data report alone 🙃 "First-hand experience" is what turns an analytical insight into an actionable, human-centered solution 🙌
@anastasiiazhur @talshyn Absolutely! First-hand experience is irreplaceable for understanding real human needs. AI can’t feel empathy, but it can support humans by surfacing patterns, spotting trends, or handling repetitive tasks, so we have more space to focus on the human-centered part of the work 🙌
DeepTagger
Totally agree with @stellarcarto47 and @1001binary. I also think AI is great at surfacing the what (patterns in reviews, drop-offs in flows), but humans provide the why (the feelings and context behind those pain points). Put together, that’s where product feedback becomes truly meaningful 🧐
@1001binary @talshyn Well put 👏 — I love the ‘what vs. why’ distinction. AI surfaces the patterns, but humans bring the meaning behind them. That combination is what turns raw data into actionable product insight.
I’d lean toward no — at least not as a replacement for real human feedback. AI can surface patterns or point out issues, but meaningful product feedback often comes from personal context, emotions, and lived experience. That human layer is what makes it actionable. I see AI more as a complement to feedback, not a substitute.
@stellarcarto47 I feel the same. Combining AI with human feedback is the best approach. AI highlights patterns, while human perspective makes them meaningful and actionable.
@1001binary Totally agree — AI is great at highlighting patterns quickly, but without the human perspective, you risk misinterpreting what actually matters. That balance feels like the real sweet spot.
@stellarcarto47 Exactly! It’s like yin–yang ☯️ 😄. AI and human perspective aren’t opposites, they complement each other to create a fuller picture.
@1001binary Yes! The yin–yang framing is spot on — AI can highlight patterns at scale, while humans bring empathy and context. Together, they create insights that are actually useful.
With human review it can definitely add value… but solely AI-driven product reviews don’t feel reliable yet. Context, nuance, and real user experience are still things only people can bring in. AI works best as a helper, not the final voice.
IXORD
Human feedback makes sense when applied to their specific use case, because its value lies in the fact that the product cannot be ready for all user scenarios