How we score every matcha place

The score at a glance

The Matcha Score measures how strong the public case is for visiting a place specifically for matcha. It is not a general restaurant rating: a popular cafe can rank low when matcha is only a minor menu item.

Unverified places begin with an automated discovery score. In cities that complete a full editorial pass, an editor can replace that provisional score after checking current identity, matcha depth, the official website or menu, sourcing, and closure status. No place pays for a higher score.

Verified-city editorial scoring

Priority cities are reviewed as one ranked set. Every public listing must match its exact business identity and location, carry current source evidence, and have a place-specific verdict. General cafes with no current matcha evidence are removed from the public guide without deleting their records.

The final score is editorial judgment grounded in the evidence below, not a claim that we visited or tasted every place. The decision plan is stored for audit, and temporary closure is kept separate from the evergreen verdict.

Automated discovery score

Before a city receives an editorial pass, the provisional score uses six categories. The heaviest weight goes to matcha-specific public review signals.

Community review blending

As MatchaPlaces users leave reviews, their ratings gradually blend with the editorial score. The more community reviews a place has, the more the final score reflects real visitor experiences.

New and unreviewed places

New submissions start with a preliminary discovery score based on current business information, matcha relevance, and category. The score can change as facts improve, community reviews arrive, or the city receives a verified editorial pass.

Multilingual analysis

Our discovery analysis detects matcha-related terms in English, Japanese, Korean, Czech, Vietnamese, and Thai. Language support improves recall, while verified-city editorial review remains the higher-confidence standard.