Discovery only
Akin identifies coffees, matches taste profiles, and links out to roasters. It does not sell coffee or imply inventory ownership.
Trust and method
Akin is an independent discovery layer for Australian specialty coffee.
This early preview runs on a sample catalog. It proves the input flow, match logic, availability labels, and explanation surface before adding the real data layer.
Explain every match
Recommendations include match reasons, concerns, confidence, stock status, and a freshness label.
Careful taste language
Akin describes similar taste zones and avoids promising that any coffee will taste exactly like a note.
Source of truth
Akin follows a written set of founder decisions: discovery-only, availability-first, explainable matching, and no pay-to-play ranking. Structured taste vectors and availability-first matching are the core product surface.
Try the matcher