AI Product Feedback Assistant

Portfolio prototype showing how scattered feedback becomes categorized insights, draft support responses, and product backlog recommendations — with a human review step, because chaos should be styled, not automated blindly.

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Collect
Classify
Cluster
Draft
Prioritize
38Feedback items
5Active themes
9Needs review

Theme dashboard

Sharing confidence

ConfusingGrowth loop

Users want clearer confirmation that shared links work and were opened.

Saved places organization

UsabilityCore workflow

Users need easier ways to group, search, and revisit saved experiences.

Onboarding clarity

ActivationFirst session

New users understand the concept faster when shown concrete example lists.

Support draft

Thanks for the feedback — clearer share confirmation would make the experience more trustworthy. We’re reviewing ways to show link status and recipient activity more clearly.

Backlog suggestion

Add share-status confirmation and basic open tracking to discovery links. Priority: Medium-high because it supports trust and sharing loops.