EdTech and B2C growth
Clarifying product value and designing growth strategies for learning and subscription products in domestic and international markets.

Author / Editor
CMO at Memly
Author / Editor
橘 恒一
Koichi leads growth for EdTech and B2C subscription services in Japan and international markets, specializing in product localization, creator marketing, and user retention.
201
Published articles
64
English articles
3
Languages
4
Areas of expertise
Background
Koichi has worked on the growth of EdTech and B2C subscription services across Japan and international markets. His work connects product experience, messaging, and retention with the language and learning habits of each market.
At Memly, he is expanding a Japan-born AI learning experience globally. He advances the product and content strategy for a platform that turns what people learn into long-term memory, regardless of language or source format.
Expertise
The work extends beyond acquisition to understanding, sustained use, and learning that remains retrievable.
Clarifying product value and designing growth strategies for learning and subscription products in domestic and international markets.
Adapting the complete experience to local learning cultures, expectations, and contexts rather than translating words alone.
Building evidence-led relationships and communications around how educators and learners actually use the product.
Finding friction from the first session through the review habit and improving continuity around real learning outcomes.
Editorial Standard
Learning outcomes depend on context. Every article is reviewed for evidence, scope, and current product facts as well as readability.
Corrections
Email admin@memly.ai with the article URL and relevant passage. Verified corrections are reflected in the copy and modification date.
admin@memly.aiLearning claims favor original studies and systematic reviews; exam and product facts favor the responsible official source.
Population, materials, and measurement periods are checked, and one result is not generalized to every learner.
Memly and other services are described at comparable depth across pricing, platforms, generation, review, and usability.
Pricing, features, links, and source alignment are rechecked, and verified corrections update both the content and date.
Articles
Coverage includes the forgetting curve, retrieval practice, spaced repetition, FSRS, AI flashcards, and study habits.
64 articles published
Procrastination is not weak will: vague tasks pile up decision costs. Shrink the first action to one flashcard and let FSRS decide what to study.
Read articleAdult memory struggles come mostly from conditions: fragmented time, interference, and rusty retrieval. How to redesign studying and use the adult advantage.
Read articleThree months out is the last window where spaced repetition works at full power. The 90-day reverse plan: card everything, hunt weak points, then past papers.
Read articleListen to one card, play a group of cards hands-free, or download a Review Radio audio program on supported phones.
Read articleAdd your exam date and choose how likely you want to be to remember each group of cards. Memly brings reviews forward and focuses on cards you may forget by exam day.
Read articleFind cards that Memly estimates you are less than 90% or 80% likely to remember, then use the dashboard and card library to decide what to review first.
Read articleCompare answering from memory, multiple choice, true or false, and Quick Review, which shows both sides automatically. You can also edit cards without leaving your review.
Read articleChoose the PDF pages or PowerPoint slides you need, or add Word files and images. Memly's artificial intelligence (AI) uses only that material to create flashcards you can check before saving.
Read articleMemly 2.0 turns study materials into flashcards with artificial intelligence (AI), finds cards you may forget, plans exam reviews, and tracks progress.
Read articleNotes are scaffolding for retrieval, not a transcript. What to capture in class, what to skip, and the 10-minute card conversion that makes notes stick.
Read articleAttention depletes and rereading takes over. Split study into 25-minute cycles that open with a two-minute recall warmup, so every cycle starts in active mode.
Read articleRote collapses on applied questions; understanding alone evaporates. The four-step loop of understand, encode, recall, and use, with the right mix per subject.
Read articleAI explains anything in seconds, yet a week later you can't explain it unaided. Why the fluency illusion is to blame, and the close-the-loop fix with flashcards.
Read articleSame app, different results: the card decides. Six rules with before-and-after fixes, plus a one-minute quality check for AI-generated cards.
Read articleWhen you memorize matters. Sleep consolidation makes before-bed the golden slot: learn cards at night, recall-test them in the morning, and let FSRS do the rest.
Read articlePractice tests are retrieval practice at its purest, but reading explanations is rereading in disguise. The five-step protocol that turns misses into memory.
Read articleYour phone drains focus just by being visible. Guard deep study time with environment design, then turn the phone into a flashcard and audio-review machine.
Read articleWhat the memory palace is genuinely good at, why spaced repetition carries exam prep, and the combined workflow: mnemonics for stubborn cards, FSRS for the rest.
Read articleCertification exams are won by owning high-frequency domains, not reading cover to cover. Triage with past papers, card laws and theorists, maintain with FSRS.
Read articleIf the hours are there but grades are not, your study time is mostly low-utility input. A five-question self-diagnosis and a retrieval-first restructure.
Read article320 hours of summer studying can vanish by September. The two-phase 40-day plan: card everything same day, review 15 minutes daily, then switch to output.
Read articleThousands of anatomy and pharmacology facts collapse under brute force. Structure by system, encode by mechanism, and let FSRS manage the review schedule.
Read articleCrammed memories vanish because consolidation happens during sleep. Why all-nighters evaporate within a week, and the narrow-recall-sleep protocol instead.
Read articleStruggling to memorize is a method gap, not a memory gap. The three principles that work: meaningful encoding, retrieval practice, and spaced review.
Read articleThree days before the exam and nowhere near done? Rereading is the fastest way to lose points. A day-by-day cram plan built on triage, retrieval practice, and sleep, with AI flashcards turning your textbook into recall practice in seconds.
Read articleYour lecture notes read like a stranger's by finals week. Capture notes or slide PDFs on lecture day, let AI convert them into flashcards, and review with spaced repetition. Ten minutes per lecture replaces the pre-exam all-nighter.
Read articleYou read the chapter three times and remember nothing. That is not a bad memory; it is the fluency illusion. The science of recognition vs recall, the retrieval reading loop, and how spaced repetition turns reading into memory that lasts.
Read articleMicrosoft CEO Satya Nadella's view on companies in the age of AI, in plain words: the learning loop, human capital, and token capital. Plus why you need your own learning loop, and how to build one with Memly.
Read articleAI agents made you more productive, but what you can do grew while what you are did not. AI extends your output, not your mind. Here is why learning with AI matters now, and how Memly turns your AI conversations into knowledge that sticks.
Read articleMemly's Review Radio turns your due flashcards into a hands-free, two-host audio podcast for your commute, walk, or workout. See how it works and how to use it.
Read articleDoes audio learning work? Passive listening is weak, but audio with retrieval and spacing works. The science of active recall and the learning-styles myth.
Read articleLove NotebookLM's Audio Overview? It's great for understanding documents but not daily review. How a forgetting-curve study podcast complements it — use both.
Read articleThe best flashcard app for med school in 2026: Anki, AnKing, Gizmo and AI-native FSRS alternatives compared for Step and boards memorization.
Read articleAnki cost 2026 explained: free on desktop and Android, ~$25 one-time on iPhone (AnkiMobile). See the real total cost plus a free AI alternative.
Read articleThe best Anki alternative in 2026: 5 AI-powered flashcard apps compared on AI generation, FSRS scheduling, price, and who each one actually fits.
Read articleLearn how to make flashcards with ChatGPT that actually stick: the best prompts, exporting to Anki, and saving cards to a spaced-repetition deck.
Read articleAnki MCP needs local Anki, AnkiConnect, and ngrok. Memly MCP connects Claude or ChatGPT with one URL. Compare setup, AI support, review, and pricing.
Read articleCards you make in Claude or ChatGPT vanish when the chat closes. Memly MCP saves them into your deck and reviews with FSRS. Setup, free vs paid, and vs Anki MCP.
Read articleThe largest invisible barrier to studying is environmental friction. Drawing on BJ Fogg's Behavior Model (B = MAT), we give seven concrete designs that compress the time-to-start to under 10 seconds, and explain Memly's 3-second smartphone advantage.
Read articleReviewing 'when you remember' or 'right before the exam' means losing about 70% of new information within 24 hours (Ebbinghaus). Cepeda et al. (2008) defined the optimal spacing lag (10-20% rule), Kornell & Bjork (2008) proved the spacing effect, and FSRS now adapts review intervals to each learner. We compare fixed 1-3-7-30 systems with FSRS-driven adaptive scheduling in Memly.
Read articlePerfectionism keeps study sessions from ever starting — research frames the delay as short-term mood repair (Sirois & Pychyl, 2013). It's three distinct failures: procrastination loops, rumination, and threshold-breach collapse. Learn the 80% Initiation Method built on Fogg's Tiny Habits and Kahneman's prospect theory — plus three Memly patterns for perfectionist learners.
Read articleCan't stick to studying? 68% of professionals abandon self-study within 3 months — and it's almost never willpower. 7 structural failures from Bandura, Lally, Cepeda research and 3 Memly continuation patterns to install tomorrow morning.
Read articleLost motivation to study after a vacation? 62% of professionals experience post-break study burnout. Walker, Volkow, Bandura, and Fogg show you how to restart in 2 days using the 2-Minute Rule, implementation intentions, and a 3-day Memly protocol.
Read articleToo much to learn at a new job? 91% of new hires hit the 3-month wall. Science-backed 30/60/90/180-day framework, the emotional curve explained, and tools to compress the wall. Survive the new job overwhelmed phase.
Read articleStudy during commute and reclaim 220 hours a year. Cepeda research shows 15-min distributed sessions beat 60-min cramming. Micro learning at work, spaced repetition for career, professional learning habits explained.
Read articleCan't remember things at work? 85% of professionals feel this way. 7 brain-science causes, 7 evidence-based solutions, age-by-age strategies, and tools that fix struggling to retain information at work for good.
Read articleHow to remember work information using 7 evidence-based tips: active recall, spaced repetition, chunking, Feynman, sleep. Retain information at work and stop forgetting meeting decisions, acronyms, and processes.
Read articleNew job memorization made simple: 5 brain-science strategies plus a 30/60/90 plan. Stop being the new hire who can't remember new job info. Onboarding learning tips for when you're struggling to retain everything at a new job.
Read articleA comprehensive comparison of the top 3 flashcard apps (Memly, Anki, Quizlet) across 5 key dimensions: AI features, algorithm, pricing, platform support, and usability. Includes a quick comparison chart.
Read articleEverything you need to know about AI flashcard apps: how they work, why they outperform traditional methods, the top 5 apps compared, and how to choose the right one. Backed by cognitive science research.
Read articleQuizlet vs Brainscape compared across 10 dimensions: AI features, algorithm, pricing, team learning, game modes, and more. Includes a side-by-side table and a better alternative you might not know about.
Read articleA deep dive into how AI flashcard apps generate cards, optimize review schedules, and personalize learning. Covers NLP, spaced repetition algorithms (SM-2 vs FSRS 6.0), and the forgetting curve.
Read articleA detailed 10-point comparison of Memly and Anki. Covering everything from AI auto-generation vs. manual creation and FSRS 6.0 vs. SM-2 to pricing differences. A must-read for anyone considering switching from Anki.
Read articleThe best AI flashcard apps for students in 2026, ranked by AI quality, pricing, ease of use, and study features. Includes free options and honest pros/cons for each app.
Read articleAnki vs Gizmo compared head-to-head: customizability vs AI automation, SM-2 vs modern algorithms, free vs freemium. Which spaced repetition app is right for you? Plus a third option worth considering.
Read articleA thorough comparison of the top 5 AI flashcard apps in 2026: Memly, Anki, Quizlet, Brainscape, and RemNote. Features, pricing, and AI capabilities compared side by side. Free options included.
Read articleComparing Memly and Quizlet across 10 categories including AI features, learning algorithms, pricing, team study, and supported content types. A data-driven guide for those looking for alternatives after Quizlet's paywall.
Read articlePractical strategies and success stories for using AI-powered memorization tools in exam preparation, covering TOEFL/IELTS, the bar exam, the MCAT, and the CPA exam. Includes subject-specific study strategies.
Read articleA from-scratch explanation of AI-powered memorization. Learn how the forgetting curve combined with AI achieves a 74% improvement in retention, with real-world use cases for exams, language learning, and more.
Read articleFive essential criteria for choosing an AI flashcard app, covering features, algorithms, pricing, platform support, and usability. Find the perfect app for your learning style.
Read articleA comprehensive comparison of traditional tools like paper flashcards, Anki, and Quizlet against AI-powered memorization. Data-driven analysis of why AI memorization is dramatically more efficient.
Read articleMemly integrates FSRS 6.0, the latest spaced repetition algorithm. Learn how this scientifically proven approach delivers 20-30% better learning efficiency on an innovative learning platform.
Read articleDiscover how Memly's flashcard learning system, combining cutting-edge AI with cognitive science, dramatically improves memory retention. A deep dive into the system and practical tips.
Read articleA curated selection of study methods backed by cognitive science research. Practical techniques to dramatically boost your learning efficiency.
Read article