The article details the 2020 upgrade of the Crystal Ball design‑asset sharing platform, outlining identified problems, clarified goals, quarterly action plans, key initiatives such as search improvements and a points system, and the resulting growth in material volume, usage rates, and overall design efficiency.
This article provides a comprehensive overview of app message centers, covering their definition, evolution, core components, message types, status handling, variations across different app categories, and practical guidelines for consistency and optimization to maximize user engagement and business value.
This article examines how to strategically design, scope, structure, and frame a paid membership product—using Kujiale’s experience—to maximize revenue and user value, detailing tools like the demand‑feature matrix and Kano model, and showcasing a redesign that boosted conversion by 77.8%.
This article shares the author’s perspective on how technology and product professionals should evaluate companies, emphasizing original growth capability, the importance of joining top‑tier tech firms, and why factors like funding size, titles, and short‑term perks are less valuable than long‑term innovation and team excellence.
A detailed case study shows how moving a cumbersome 100‑plus‑category PC publishing workflow to a mobile app, using psychological, operational, and visual reductions plus smart input tools, dramatically improved form completion rates and overall publishing efficiency.
This article explains how a brand’s color influences consumer perception, emotional response, and purchasing decisions, offering practical insights on why distinctive brand colors are essential for differentiation, marketing advantage, and conveying core brand values.
This article explains how user profiling, using models like AARRR and RARRA, can be applied at each stage of the user lifecycle—pre‑acquisition, active use, and post‑churn—to enhance e‑commerce product chain optimization through data‑driven insights, channel selection, and personalized services.
The article explores how abstract thinking and complexity influence a product manager's abilities, explains the purpose and timing of creating product architecture diagrams, and provides detailed guidance on different diagram types, their design methods, and practical steps for visualizing product, service, and ecosystem structures.
Zhang Yiming explains that his repeated ventures are driven by the pursuit of ever‑greater personal achievement rather than profit, sharing insights from his journey from a programmer to the CEO of ByteDance and the lessons he learned about entrepreneurship, product development, and strategic decision‑making.
This article presents Tencent's growth platform, detailing challenges of multi‑channel traffic, material specifications, bidding strategies, and user segmentation, and explains the automated advertising system, RTA and DPA models, material generation pipelines, and the integrated pull‑to‑push approach for user acquisition and retention.
This article details NetEase Yanxuan's three‑year journey of constructing a comprehensive data product ecosystem—covering business‑visible metrics, data quality safeguards, CXO‑focused mobile dashboards, and scenario‑driven visualizations—while sharing the challenges faced and the solutions implemented.
This article breaks down growth system types, explains goal decomposition for a content community, identifies common pitfalls such as complexity and unclear reward links, and offers practical design strategies, validation metrics, and experimental results to improve user participation and retention.
Learn how to efficiently organize a one‑day agile design sprint workshop—covering pre‑planning, role selection, user journey mapping, rule setting, idea generation, prioritization, and documentation—to quickly uncover user pain points and produce actionable product solutions.
This article explores how product managers can use abstract thinking to create clear, high‑level product architecture diagrams that clarify direction, support technical and operational planning, and communicate complex ecosystems and business models in a simple visual form.
This article details a research‑driven approach to building an emotional gift system for a live‑stream dating platform, covering user emotion indicators, competitor analysis, design language, and a semantic intention library that together enhanced user experience and significantly increased revenue.
This article outlines a comprehensive approach for search product managers to drive system improvements, covering overall architecture, query understanding, recall and ranking optimization, business and presentation rules, content enrichment, frontend design, and methods for uncovering user needs through data and behavior analysis.
This article explains three visualized cognitive‑bias curves—hyperbolic discounting, the peak‑end rule, and the futile curve—and shows how product designers can deliberately use these biases to create more compelling, conversion‑driving experiences across services such as finance, retail, and gaming.
This article outlines the strategic redesign of the 58 MicroChat SDK, detailing the middle‑platform concept, current challenges, clear product goals, a systematic design‑research process, visual and code upgrades, and the anticipated benefits for developers and end‑users across dozens of business scenarios.
The article details the comprehensive V5.0 redesign of the Car Dealer Platform, covering its shift from a simple tool to a full‑process B2B service platform, brand repositioning, visual overhaul, componentization, and future plans for result measurement.
The article offers seasoned product and engineering professionals practical criteria—such as intrinsic growth ability, technology investment, and team excellence—to evaluate internet companies, warning against superficial attractions like large financing, titles, or short‑term perks that may hinder long‑term career development.
In a series of candid talks at the 2020 Yunqi Conference, leading experts discuss AI breakthroughs, the evolution of cloud‑native computing, essential product‑manager skills, and the mindset required for modern architects, offering valuable industry perspectives for technology professionals.
This case study details how JD.com’s ranking page for the 618 promotion leveraged data‑driven navigation, visual redesign, pixel‑perfect front‑end techniques, and component‑based development to boost click‑through rates, conversion, and overall GMV while outlining future optimization directions.
An in‑depth look at how 58’s local‑market live‑stream dating product designs interactive gifts, defines emotional metrics, and creates visual and animation assets—from sketch to 3D—aimed at boosting user engagement and revenue in the under‑served single‑person segment.
This article details how, despite limited resources and time, a product team designed and executed the “Part‑time Gold Rush” operation—defining goals, targeting young users, building a memorable brand, applying 5W1H strategy, leveraging AARRR growth tactics, and achieving revenue and traffic targets.
iQiyi’s community strategy defines a core of users, diverse content formats, and strict platform mechanisms, evolving danmaku features and anti‑spoiler tools while avoiding low‑value shortcuts, and leverages IP‑driven campaigns such as meme festivals and fan‑selected performances to boost engagement without compromising the core viewing experience.
This article explains how to boost new‑user purchase conversion on e‑commerce landing pages by applying five behavioral conditions—cue, reaction, evaluation, ability, and timing—through the CREATE model, offering practical design guidelines, information hierarchy, and timing tactics backed by psychological research.
This article outlines how a cross‑functional team at 58&Anjuke systematically improved the VR house‑viewing experience through consensus building, collaborative project management, design refinement, quantitative evaluation, and iterative releases, ultimately achieving a 74.5% implementation rate for VR display features.
This article explains the concept of referral (or distribution) business, compares e‑commerce and home‑service referral models, and details the design of a flexible, node‑based commission architecture—including rule configuration, strategy‑pattern implementation, and workflow automation—to support multi‑stage payouts in service‑oriented platforms.
Four A/B experiments conducted for a 618 sales event reveal that overall horizontal scrolling, coupon‑based benefits, top‑left tags, and square slots each outperform their alternatives in click‑through rates and order generation, offering actionable design guidance for e‑commerce platforms.
Impact Mapping is a visual, goal‑driven framework that brings business, product, and engineering together to identify, test, and iteratively deliver the most valuable features that directly contribute to measurable business outcomes.
In this talk, senior frontend expert Yang Zhouxuan (aka "Chenyu") shares a personal 12‑year journey through the evolution of frontend technology, the rise of Node.js, the development of Ant Group's Cloud Fengdie low‑code platform, and insights on future trends, challenges, and best practices for building enterprise applications.
This talk guides product managers and designers on breaking down complex goals—like achieving a million‑yuan sales target in three months—through structured problem‑decomposition methods such as MECE and SMART, while outlining a personal development framework that cultivates analytical, communication, and leadership skills across career stages.
The article describes how Dada Group created the Tianhe platform to centralize, standardize, and automate massive data‑tracking (埋点) requirements across multiple product lines, detailing its goals, architecture, core functions, current status, and future development directions.
This article explains the concepts of money flow and information flow in financial systems, illustrates them with real‑world payment examples, clarifies related payment industry terms such as clearing, settlement, and large‑value payment systems, and highlights why product managers must grasp these fundamentals for effective design and compliance.
This article examines how a simple, four‑element rating system—covering evaluator, object, content, and status—combined with pre‑, during‑, and post‑evaluation strategies can enhance user engagement, improve review quality, and boost conversion rates for local service platforms.
This article presents a concise three‑question methodology—assessing advantage, genuine interest, and measurable customer return—along with ROI and CAC calculations, to help modern programmers quickly decide whether a business idea is worth pursuing.
Spotify shares a three‑step, product‑focused approach—prioritization, productized migration, and automation—to streamline large‑scale technical upgrades, avoid fragmented legacy systems, and keep engineering teams focused on core business value.
This guide explains why landing pages are crucial for conversion, outlines their key characteristics, and presents a five‑step process—including clear goals, audience insight, information hierarchy, reusable templates, and the Fogg behavior model—to create compelling, data‑driven pages that drive user action.
The article examines a seemingly trivial request to add a hyperlink, revealing hidden user‑tracking, localization, and security considerations, and demonstrates how thoughtful requirement analysis can lead to more elegant, cost‑effective, or even non‑development solutions.
This case study details how a structured research plan, user decision‑model 2.0, and data‑driven design iterations transformed the homepage and detail page of a used‑car service, boosting traffic efficiency, connection rates, and overall business revenue.
This case study details Bulu's live‑streaming project, covering market analysis, design of a full‑process 1.0 experience, enhancements in 2.0 for traffic conversion and retention, innovative gift design, and the measurable impact on user engagement and business metrics.
The article argues that focusing solely on technical expertise limits career growth, urging technologists to acquire business and management knowledge to navigate industry trends and achieve higher value, illustrated through the rise and fall of China's payment sector.
This article examines how short‑video platforms can expand into new user circles by leveraging external trend data, competitive analysis, KOL resources, precise content matching, and data‑driven product strategies to acquire, retain, and reactivate users while balancing growth and platform health.
User research studies user behavior to align needs with business goals, helping define target audiences, refine product concepts, and guide design through qualitative and quantitative methods, ensuring solutions match real user habits, motivations, and expectations.
This article reviews the 2019 graduation rental festival design, detailing how cross‑department communication, product‑strategy analysis, keyword extraction, and innovative visual and interactive elements created a compelling campaign that eased housing pressure for graduates while boosting brand influence and user acquisition.
This article explains the fundamental concepts a Scrum Product Owner should master, including the shift from project to product thinking, the PO role and mission, product vision techniques, backlog grooming, persona creation, user story format, and the importance of well‑written acceptance criteria.
This article explains what a business model is, outlines its nine essential modules—including customer segmentation, value proposition, channels, customer relationships, revenue streams, core resources, key activities, partnerships, and cost structure—and offers practical insights on how organizations can design and evaluate effective models.
This case study details how 58.com’s recruitment division transformed its discovery page by integrating a content‑centric community, combining news, user‑generated posts, and video services to boost user engagement, address blue‑collar job‑seekers’ needs, and achieve measurable growth in DAU and conversion rates.
The article explores why bad cases occur in e‑commerce recommendation and search pipelines, classifies their types, demonstrates data‑driven analysis methods, and proposes practical online and offline strategies—including rule‑based fixes, model improvements, and iterative feedback loops—to continuously improve user experience and business metrics.
The article analyzes the fierce competition in China's search market, comparing WeChat's cautious, low‑key approach to ByteDance's aggressive expansion, and explains how content ecosystems, strategic partnerships, and product‑level decisions shape the future of mobile search services.
In this talk, senior Ant researcher Yu Bo shares his 13‑year journey, emphasizing simplicity, professional mindset, long‑term deep work, product freedom, and a caring team culture to help frontend engineers grow, lead teams, and stay passionate about technology.
In this JELLY STORE event, seasoned professionals from Tencent, JD and other leading firms answer workplace questions, offering actionable advice on observation, effective questioning, mindset, communication, efficiency, and long‑term career growth for designers at every stage.
This article explores how deep emotional appeals—ranging from basic instincts to reflective satisfaction—drive user addiction, motivation, differentiation, and spending, and presents a feedback design framework that includes pre‑engagement expectations, instant responses, and sustained post‑interaction feedback, illustrated with real product examples.
This guide outlines a systematic competitive analysis methodology for product designers, covering goal definition, competitor selection, multi‑dimensional analysis, information gathering, data organization, and report synthesis, while introducing practical tools such as Lean Canvas, strategic canvas, and classic frameworks like SWOT, PEST, and Porter’s Five Forces.
This article explains the concept of the enterprise mid‑platform, its origins, core values of capability reuse and agile innovation, real‑world examples from tech and traditional industries, and how designers can build and leverage design systems to thrive in a platform‑centric era.
This article explains the evolution, responsibilities, and evaluation methods of the product‑effect assessment team at Amap, covering offline testing, AB experiments, metric analysis, automated scoring models, and the tools that support a comprehensive product‑performance framework.
This article explores the chronic challenges faced by business‑focused front‑end engineers, explains why they often become mere resources, and provides a step‑by‑step framework for understanding business, aligning technical work with ROI, and deepening both technical knowledge and strategic impact.
This article breaks down effective design communication into requirement and solution phases, offering practical techniques such as avoiding early detail debates, recording sketches, using user storyboards, applying the FAB method, and staying objective with stakeholders to ensure smooth product implementation.
This comprehensive guide explains the core concepts of e‑commerce product systems—including SPU and SKU definitions, their relationships, and the complete product management workflow covering publishing, editing, inventory, payment, logistics, and status transitions—providing essential knowledge for building robust online retail platforms.
Over a year and a half, an Atlassian power user led a 500‑person IT team to turn a widely‑criticised Jira instance into a central, product‑oriented management platform by applying a custom "敏控创变" agile‑controlled method, introducing product‑ and project‑breakdown structures, an OBS layer, and reporting plugins to achieve refined, scalable collaboration.
This case study examines how integrating resume viewing into a PC‑based instant‑messaging interface and refining layout, hierarchy, and interaction design dramatically improved recruiters' workflow efficiency and satisfaction, positioning the platform as a benchmark in personalized hiring solutions.
This article details the design, architecture, and operational results of a listening platform and smart ticketing system that automatically captures key user feedback, streamlines processing, and improves response times, showcasing a data‑driven approach to product management and operations.
This article explains the Design Sprint framework—originating from Google and blending Design Thinking with Agile—to help teams solve defined problems, build low‑fidelity prototypes, and validate ideas within five focused days, covering preparation, goal setting, and execution steps.
This article examines the core challenges of online education platforms—content quality, instructor versus student roles, and a high drop‑off funnel—then proposes path‑optimisation and homepage redesign solutions that increased new instructor course‑creation rates by nearly ten percent.
This article details the background, three‑dimensional value analysis, and systematic design process behind implementing a tiered teacher incentive system on an online education platform, highlighting how layered merchant tiers enhance both teacher growth and platform revenue while addressing operational challenges.
This article presents a comprehensive design decision model that helps UX designers and product teams navigate complex product ecosystems, improve design efficiency, and achieve measurable performance gains through structured goal decomposition, method selection, output creation, data validation, and iterative refinement.
This article explains the core modules of an A/B testing system, details a step‑by‑step design workflow using an internet‑finance example, and highlights key design principles such as scientific traffic allocation, sufficient data, rigorous statistical analysis, and continuous iteration for data‑driven product optimization.
This article presents a comprehensive case study of Spotify, detailing its commercial model and recommendation features, direct listing on the NYSE, ten rounds of financing, revenue and profit metrics, rapid premium and active user growth, and a competitive comparison with Apple Music, highlighting strategic advantages and challenges.
This article details the end‑to‑end redesign of the Cloud Assistant mobile app for B2B merchants, covering initial analysis, competitive benchmarking, problem identification, design execution—including framework optimization, brand refresh, and component‑based UI language—and reflections on continuous improvement.
This article outlines a systematic approach to tackling common product development challenges—understanding problems, clarifying goals, improving communication, aligning business planning, accelerating delivery cycles, and establishing repeatable milestones—to enhance team collaboration and overall efficiency.
This guide walks through the complete process of creating a community‑focused emoji pack—from market stats and target‑user analysis to keyword selection, design style decisions, iterative prototyping, and pre‑launch preparation—showcasing practical steps that turn simple stickers into a brand‑building asset.
The article outlines JetBrains' 2020 roadmap for IntelliJ-based IDEs, covering platform fundamentals, new user‑facing features, Asian market localization, a lightweight editor mode, enhanced Git staging support, and upcoming AI‑driven code assistance and other productivity improvements.
During the early COVID‑19 outbreak, Suning’s self‑developed remote‑office tool Douya was rapidly reconfigured, opened to external users, and continuously upgraded within days, showcasing an intense emergency development process that mobilized over 80 engineers to support millions of remote workers.
The article explains how an e‑commerce company can use a single feature‑flag named “free‑delivery‑banner” to selectively show or hide a free‑delivery banner on the homepage, coordinating across product, delivery‑cost, and marketing teams while minimizing cross‑team dependencies.
This article chronicles Stewart Butterfield’s journey from his hippie‑rooted upbringing through two strategic pivots—first creating Flickr and later Slack—illustrating how Lean Startup principles, product‑centric design, and ecosystem integration shaped his companies and influenced broader collaboration platforms such as MuleSoft and Microsoft Teams.
After the Chinese New Year, Ant Financial’s senior product expert Zhang Wen shares a detailed account of his daily remote‑working routine, the communication and planning challenges posed by the pandemic, and the tools and processes his team adopted to maintain product delivery and collaboration.
This guide compiles the most common product manager interview questions, explains what interviewers are probing, and offers practical answer strategies and follow‑up questions to help candidates demonstrate competence, cultural fit, and thoughtful self‑assessment.
During the 2020 Chinese New Year lockdown, a travel platform mobilized its development, product, and operations teams to rapidly build refund systems, coordinate with suppliers, and ensure continuous online services, showcasing a user‑first, cross‑functional emergency strategy that balanced technical delivery with intense customer pressure.
The document outlines AutoBI, a company‑wide one‑stop data visualization platform, detailing its background, overall architecture, key technical components such as real‑time/offline data switching and query processing, integration capabilities, and practical case studies, highlighting efficiency gains and future development plans.
This guide compiles key product manager interview questions about demand sourcing, priority assessment, requirement validation, translating user needs into solutions, version planning, handling project delays, managing requirement changes, and cross‑department communication, offering concise answers and practical frameworks to help candidates succeed.
This guide outlines the most common product manager interview questions, explains why they matter, and provides concise strategies and examples to help candidates demonstrate product thinking, user‑experience insight, metric awareness, and effective documentation skills.
This guide outlines four key design principles—clear framework, reasonable presentation, efficient interaction, and real‑time feedback—to reduce user effort, prevent errors, and improve overall form experience across digital products.
This article showcases ten award‑winning children’s product designs—from color‑changing bottles to convertible cribs—while outlining essential design principles such as safety, age‑appropriateness, fun, motivation, feedback, challenge, exploration, and fault tolerance to guide creators in delivering superior experiences for young users.
This article shares practical insights on selecting the right product for SaaS startups, emphasizing the importance of market‑driven focus, vertical niche versus platform strategies, product‑market‑fit stages, avoiding excessive customization, and scaling up with a disciplined product roadmap.
This talk explores how SaaS products have progressed from basic functionality to aesthetic appeal and finally to true usability, highlighting the role of Ant Design, rational and emotional user value, and a three‑stage evolution framework for creating products that are both beautiful and genuinely useful.
Yuque, an Alibaba‑incubated cloud knowledge‑base, evolved from a small internal tool for engineers into a widely adopted document platform that now serves thousands of external enterprises while tackling security, user‑feedback, and product‑management challenges.
This article explains why user‑centered design is essential, introduces four key satisfaction models—quadrant, KANO, analytic hierarchy process, and structural equation modeling—and provides step‑by‑step guidance on applying each model to improve product, system, and service experiences.
The article describes how a loan middle‑platform team adopted user story mapping and agile practices—defining product goals, extracting backbone stories, splitting and validating them, and using the map to bridge business and development—to achieve faster, more focused delivery of business value.
This case study explores how 58 leveraged an internet‑based wish‑making program—combining daily and special‑day activities, emotional design, and personalized postcards—to create immersive experiences, strengthen brand identity, and significantly increase user interaction and loyalty across its lower‑tier market.
In this candid interview, SegmentFault co‑founder Gao Yang recounts his journey from a confused high‑school student to CEO, detailing early team struggles, rapid scaling, funding hurdles, product differentiation, and the long‑term strategies that turned a small community into China’s leading developer platform.
Despite a 10.3% sales decline in the broader auto market, JD.com’s automotive unit achieved explosive growth by combining ToC and ToB services, building a comprehensive parts database, linking online and offline channels, and breaking information silos with a robust middle‑platform strategy.
This guide explains how to keep a feature flag's assignment consistent for individual users as exposure percentages increase or decrease, using a new "Previously Seen Products" section on an e‑commerce search page as a practical example.
This article walks through a seven‑stage redesign of a backend reporting system, showing how to use interaction‑five‑elements and double‑diamond models, user research, problem discovery, and strategic planning to create a user‑centered, well‑communicated product solution.
In a Tech Talk at JD Retail Technology and Data Platform, VIPKID Product Director Yang Kun explained the core responsibilities, growth paths, and design principles of B‑to‑B product managers, illustrating how enterprise products evolve from simple tools to complex SaaS solutions across business stages.
This case study details how the internal collaboration platform "Meishi" at 58 Group was redesigned through user research, data analysis, visual branding, and service touchpoint upgrades, resulting in improved efficiency, stronger brand perception, and a sustainable experience iteration framework for over 20,000 employees.
A recent Tmall incident where a unit‑typo caused massive orders highlights the need for system validation, inventory controls, and real‑time alerts, prompting practical suggestions to help merchants avoid similar costly mistakes and mitigate damage when they occur.
This article explains why user research is essential, outlines qualitative and quantitative methods, and provides a detailed, practical workflow—from defining interview goals and contacting participants to preparing questions, conducting face‑to‑face interviews, debriefing, and producing timely interview reports.
This article explains why many non‑design colleagues are eager to learn interaction design, outlines common misunderstandings such as unclear concepts, weak information architecture, and misuse of component libraries, and provides practical guidance on teaching core UX principles, processes, and tools.
This article explains why copywriting is a critical yet overlooked element of product design, outlines Keep’s challenges with inconsistent copy, and presents a three‑principle framework—Accurate, Concise, Friendly—that led to measurable improvements in user experience and retention.
The Business Model Canvas is a strategic management template that visualizes a company's value proposition, infrastructure, customers, and financial aspects, helping organizations describe, analyze, and adapt their business models across various contexts while highlighting its strengths and limitations.
