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For PMs10 min

Feedback Facilitator

Gathering structured feedback on a prototype, design, or doc usually means scattered comments across Slack, email, and docs that nobody ever synthesizes.

Launch Feedback Facilitator

For pMs, designers, researchers running async reviews

What it does

Run an async review where everyone answers the same guided questions, then get the responses synthesized into themes, sentiment, contradictions, and action items.

Currently

Live and Supabase-backed. You embed a Figma, Loom, video, PDF, or image, ask guided questions, share a link, and let AI synthesize every response. It is built for PMs, designers, and researchers running async reviews. This is a public rebuild of an internal tool, so it is newer in the wild than the original.

Recently shipped

  • Jun 10, 2026Rebuilt it from the old Artium internal tool into a public, Supabase-backed k8mak.com tool.

How it's built

SupabaseAI / LLMUses AIWorks with others

How I built it

This started as an internal tool at Artium that I missed enough to rebuild from scratch and put out in public. You embed whatever you want reviewed, ask guided questions, send one link, and then let AI pull every response into themes, sentiment, contradictions, and action items. The interesting part is the contradiction surfacing: it does not just average opinions, it shows you where reviewers actively disagree, which is usually the most useful signal in the room.