Keiko — Landscape Architect and Daily Practitioner

Background

Keiko is an East Asian woman in her mid-40s, a landscape architect who moved to the US from Japan at 19. She occasionally reaches for a word that captures what she means in Japanese but has no English equivalent — so she builds vocabulary deliberately, like sketching: daily practice that compounds.

How Keiko Uses the App

Keiko has a 52-day streak — the deepest progress in her cohort. She has completed 22 clusters with 143 words at Mastered level. Her strongest domains are Descriptions (all clusters mastered) and Emotions (4 of 5 clusters mastered). Her domain heatmap shows almost no Work domain activity — she isn't drawn to business vocabulary.

She uses AI Writing Suggestions twice a week on client emails and design briefs: she replaced "beautiful" with "resplendent" in a design brief and "calm" with "tranquil" in a garden narrative.

Her review queue averages 15–20 words per day. She rates honestly, using "Again" freely — her 78% recall accuracy reflects genuine self-assessment, not inflated confidence.

Goals

• Fill the gap between what she can say in Japanese and what precise English words exist
• Build mastery in Descriptions and Emotions domains — the language of landscape and design
• Use her learned vocabulary in client-facing writing to communicate design intent precisely

Tier and Platform

Keiko uses the Basic Subscription on Android. AI Writing Suggestions for client work and the depth of her mastery commitment justify the subscription.