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Product Management Beyond the Visible: Designing for Invisible User States

14.07.25
Product Management

When we talk about product management, we often obsess over user personas, journeys, conversion funnels, and feature roadmaps. We think about what the user does, what they see, and how they interact with our product. But there’s an entire dimension of product thinking that remains almost completely ignored — the invisible user states.

What are invisible user states? These are psychological, emotional, or situational contexts your users experience that never get captured in analytics dashboards or UX heatmaps. They exist silently in the background and can make or break your product’s true adoption and emotional resonance.

The “Hidden” Mindset

Imagine a user opening your budgeting app after they’ve just been rejected for a loan. The numbers on the dashboard haven’t changed — but the emotional landscape has. Or think about a learning app user who logs in right after failing an exam — they’re not just looking for new content; they might be looking for reassurance or a small win to rebuild confidence.

Most products treat these moments exactly the same as any other log-in. They assume uniformity. But what if you designed for these invisible states? What if your product could detect vulnerability, frustration, or confidence — and respond empathetically?

Designing for the Unseen

Here’s a radical idea: create micro-adjustments in UI, messaging, and features based on invisible contexts.
Adaptive microcopy: Instead of a static “Good morning, John!”, imagine a subtle line like “You’re doing great — small steps add up” when certain patterns suggest setbacks.
Gentle friction or boost: A fitness app could suggest an easier workout or a mental health check-in if it detects a sudden drop in activity or engagement, rather than pushing the usual challenge.
Invisible milestones: Celebrate progress users don’t even know they’re making. For example, “You’ve stuck with your new habit for 3 weeks during a tough time — that’s huge!”

Why should we care?

Designing for invisible states isn’t about maximizing retention metrics or pushing more upsells. It’s about building products that feel human. Products that understand that people are not just clicking machines but living, unpredictable beings shaped by their context every day.
Imagine a future where product success isn’t measured solely by DAU or ARPU, but by how seen and supported a user feels in their invisible moments. That’s a radically different kind of product leadership.

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Karen Pilosyan

Services

01
  • Together with carefully selected professionals, we have built an "A" team ready to take on any challenge related to the three services listed below. If you’d like to learn more about us and the value we will bring to your business, please don’t hesitate to contact me — let’s discuss how we can contribute to your business’s success.

  • 01. Web & Software Development

    Web development is the essential foundation of any digital product’s success. Without clean, efficient, and scalable code, even the best designs fail to deliver. My team and I focus on building robust, secure, and high-performance solutions tailored to your needs. By following best practices, thorough testing, and continuous optimization, we ensure your platform works seamlessly across devices and browsers. Our goal is to bring your vision to life with reliable, maintainable code that supports growth and outstanding user experiences.

  • 02. UX/UI Design

    UX/UI is the most important yet most neglected aspect of digital product development. Without carefully studying the user experience before starting, a website or app is set to fail—no matter how good it looks or how well it’s built. One of the biggest mistakes is assuming we are our users. My team and I don’t rely on personal logic or guesswork; instead, we take an objective approach grounded in real user research. Through user interviews, usability testing, and behavior analysis, we uncover what your audience truly needs. Only then do we design experiences that are intuitive, accessible, and effective.

  • 03. Product Positioning & Market Analysis

    Product positioning and market analysis are critical for finding your product’s place in a competitive landscape. Without deep market insights, products risk missing their target audience. My team and I base our strategies on thorough competitor research, customer profiling, and data analysis. This enables us to define clear value propositions and positioning that resonate with real market needs. Our approach ensures your product stands out, attracts the right customers, and maximizes growth potential in the marketplace.

Language

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English Bilingual
Armenian Native
Russian Advanced

Work

06
  • 01. Project Manager | Digital Ecosystem Specialist

    Buenos Aires, Argentina
    Mar 2025 - Present

    Managing 3 cross-functional digital products, supporting teams toward year-end objectives by removing blockers, aligning priorities, and fostering high-performance collaboration

    Collaborating and facilitating the development and the launch of a new online store developed by Salesforce team, to enhance UX and drive 30% revenue growth by year-end

    Provided strategic UX/UI feedback and identified key digital revenue opportunities across airport operations, contributing to the penetration and growth of ADA WhatsApp bot Contributing to the overall success of the official Aeropuertos Argentina website by improving customer experience and coordinating the development of new features

  • 02. IT Project Manager

    Yerevan, Armenia
    Sep 2024 - Present

    Managed enterprise software systems across 5+ departments, driving a 20% improvement in operational efficiency through streamlined processes and cross-team coordination

    Served as the primary liaison between internal stakeholders and external vendors, ensuring smooth communication, issue resolution, and timely delivery of updates

    Led product enhancements and resolved over 40+ system issues, leveraging Agile methodologies to optimize workflows and support continuous improvement

  • 03. Product Manager | Product Owner

    Self-Employed
    Yerevan, Armenia
    Feb 2023 - Present

    Collaborated with my team to conduct User Experience analysis, market positioning research, and business strategy consultation for an Armenian jewelry brand, Zakarian's

    Managed a small cross-functional team (UX/UI Designer + Senior Full Stack Developer) to design and develop a futuristic, 3D-animated e-commerce website tailored to the brand’s unique aesthetic

    Gained valuable experience through this project and am excited to take on more collaborations where I can help businesses grow alongside a skilled and creative team

  • 04. Full Stack Developer | Product Manager

    Yerevan, Armenia
    May 2021 - Jul 2024

    Led a team of 4 developers across 5+ Agile/Scrum projects, resulting in a 30% increase in client satisfaction through consistent delivery and collaboration.

    Bridged the gap between business and technical teams by aligning stakeholder requirements with development goals

    Translated product requirements into clear, actionable tasks, improving delivery speed by 25% through effective sprint planning and backlog prioritization

Skills

03

Project Management

Product Management

Research & Analytics

Tools & Technologies 

Technical Proficiency

Business Strategy & Financial Planning

Interpersonal & Leadership

Education

05
  • 01. University of Bolzano

    Bolzano, Italy
    Sep 2020 - May 2021
    Declaration
    Computational Data Science
    Master of Science

    Pursued a year of studies in Data Science and Analysis, gaining hands-on experience with tools such as Python, Pandas, machine learning, AI, and statistical methods. Discontinued the program after one year due to personal circumstances.

  • 02. American University of Armenia

    Yerevan, Armenia
    Sep 2018 - May 2019
    Transcript
    Economics
    Master of Science

    Completed one year of studies in Economics, focusing on quantitative methods, econometrics, and micro/macro-economic theory—foundational knowledge that continues to inform my work. Later transitioned to a career in tech to align with my evolving interests.

  • 03. American University of Armenia

    Yerevan, Armenia
    Sep 2014 - May 2018
    Diploma
    Computer Science
    Bachelor of Science

    Developed a strong foundation in programming and mathematical modeling through coursework in Portfolio Theory and Risk Management, Mathematical Modeling Applications, Computational Methods, Partial Differential Equations, Probability and Statistics, Optimization, Numerical Analysis, Algorithms, Real Analysis, Data Structures, Calculus, Linear Algebra, and Discrete Mathematics.

Thank you very much for your attention! Follow me on LinkedIn and don't forget to visit my blog I post a lot of interesting things about different product related topics.