Product Innovation Educators

NOVEMBER 4, 2024

Modern approaches include: Advanced Research Technologies Eye tracking for user experience studies AI-powered customer insight analysis Predictive analytics for market trends Sensory analysis techniques 6. Market Research Jack emphasizes that market research remains the most important skill for product managers.

User Testing

Userpilot

DECEMBER 18, 2024

This article will help reduce such churn by refining your product management and UX analysis approach. How to start your UX analysis. UX analysis benefits product managers by providing data-driven insights to guide product development decisions and prioritize features. Quantitative data used to be enough for UX analysis.

Data Visualization

Product Innovation Educators

NOVEMBER 25, 2024

The tool helps teams develop strategy memos and recommendation documents that include context, problem statements, goals and constraints, key issues, analysis insights, and final recommendations. The methods and frameworks we discussed can help product leaders work through strategic challenges more effectively.

Data Visualization

Userpilot

OCTOBER 31, 2024

It offers features like auto capture, dashboards, and reporting tools (cohort, path, and funnel analysis) that allow you to perform granular user analysis—helping you quickly identify trends and areas for improvement without coding. Tracking in-app events with Userpilot.

Data Visualization

Product Management University

DECEMBER 11, 2024

Market Analysis Before and With AI Customers are clamoring for a number of improvements to your product and youre on a mission to get them funded and on the roadmap. So youre asked to do a market analysis to make sure stakeholders are confident in your plan. Executive stakeholders want things that drive growth. Is it bulletproof?

Product Management

Userpilot

FEBRUARY 25, 2025

Thats why you need user session analysis. By combining contextual insights from session replays , heatmaps, and behavior analytics, user session analysis helps you interpret metrics through the lens of real user journeys. Session analysis bridges this gap by showing you how users interact with your product in a real context.

Data Visualization

Product Innovation Educators

JANUARY 13, 2025

The PDSA Cycle Components Stage Purpose Key Activities Plan Hypothesis Development Define what success looks like and how to achieve it Do Implementation & Measurement Execute the plan and document results Study Deep Analysis Understand why results occurred (success or failure) Act Decision Making Choose next steps based on learning The Study phase (..)

Research Software

Product Management University

NOVEMBER 14, 2024

AI and Value Based Opportunity Analysis + Decision Making Now that you’re clear on what the market is doing, it’ll be much easier to determine your most lucrative opportunities for delivering maximum value to both customers and to your own organization. Product management is about to be seen in a whole different light.

Product Management

The Product Guy

NOVEMBER 14, 2024

Aarti : AI simplifies tasks like summarization and analysis, but human judgment remains essential for accuracy and context. Tom : Mentoring through dialogue, not directives, builds both trust and capability. Q: How has the IC PM role evolved with AI tools? Q: How do you communicate product management’s impact on business outcomes?

Customer Experience

Userpilot

NOVEMBER 29, 2024

How to track PMF with cohort analysis Don’t let the fancy term “cohort analysis” scare you. A cohort analysis is a technique that groups users based on shared characteristics and analyzes how they behave over time. An example of a cohort analysis for 3 different cohorts.

Onboarding KPIs

UX Planet

DECEMBER 6, 2024

Finally, we have user research analysis. By automating the analysis of survey results, feedback, and behavioral data, AI tools provide valuable insights with minimal manualeffort. This automation streamlines decision-making and ensures designs are optimized based on actual user responses.

Feedback Software

Userpilot

NOVEMBER 27, 2024

Here’s a session replay analysis process that you can replicate for your company. For example, funnel analysis can help you pinpoint a specific stage or touchpoint where users face challenges. Funnel analysis in Userpilot. How do you analyze session recordings? First, set your goals.

Data Visualization

Sequent Learning

OCTOBER 29, 2024

Data Interpretation – Quick, accurate data analysis to support decision-making. Data Interpretation Pursue courses in data analysis. Emotional Intelligence – Awareness of personal emotions and understanding of others. Active Listening and Feedback – Openness to feedback and valuing different perspectives.

Data Visualization

Userpilot

MARCH 17, 2025

Free trial available Basic: $89/month Professional: Custom pricing Corporate: Custom pricing In-depth analysis of the best tools for interactive user guides Let’s now explore each of these tools in detail. It is robust and easy to use, featuring tools like path, retention, and funnel analysis (which is only matched by Userpilot).

Analytic Tools

Roman Pichler

DECEMBER 2, 2024

If you now focus on the feature, determine if and when it should be implemented using, for instance, a cost-benefit analysis, and you ignore the difficult feelings that are present, then resolving the conflict with the NVC framework will not be possible. It is therefore important to acknowledge your feelings.

Weak Development Team

Product Innovation Educators

JANUARY 6, 2025

This led to the creation of “product success teams” – cross-functional groups that included leaders from various departments working together to ensure product success in the market.

Reporting Tools

Alchemer Mobile

FEBRUARY 21, 2025

Surveys, combined with open text analysis, however, hold immense potential for uncovering deeper customer insights from customer feedback. In this post we explore how to effectively incorporate open text analysis into your CX survey strategy to unlock those deeper customer insights. How do we spot emerging product issues faster?

Customer Feedback

Userpilot

OCTOBER 19, 2024

The great advantage of these tools is that they streamline the creation, distribution, and analysis of NPS surveys. Leverage AI-driven sentiment analysis to analyze and categorize open-ended responses quickly. So they make it easier to send these surveys and get more responses. Send surveys across different devices.

Feedback Software

People-First Product Leadership

NOVEMBER 19, 2024

For example, in a recent Lenny’s Podcast , Archie Adams shared that Shopify runs experiments with cohort analysis after 1, 2, 3, 4, and 5 years as the CEO’s vision is to build “the right things for commerce 100 years from now” Looking for specifics? The metrics are similar yet the analysis is over an extended period.

Product Research

DevelopmentCorporate

APRIL 27, 2025

Demystifying the Competitor Analysis Framework A competitor analysis framework offers a structured way to understand your competition. This structured approach helps businesses go beyond basic data collection and generate […] The post Boost Strategy with Competitor Analysis Framework appeared first on Development Corporate.

Framework

Userpilot

NOVEMBER 17, 2024

Often due to analysis paralysis , overwhelming amounts of information, or a lack of clear insights that drive product decisions. If you pick customer retention, you could perform cohort analysis , comparing retention rates for different cohorts.

Data Visualization

The Basics of Product Management

JUNE 21, 2025

Approach: Diagnose the problem: Analyze usage data, funnel drop-offs, churn reasons User research: Conduct surveys or interviews to understand pain points Hypothesize solutions: Content refresh, UX improvements, new features Prioritize: Use frameworks like RICE or Impact/Effort matrix Test and validate: A/B testing or cohort analysis 3.

Product Research

UX Planet

MAY 27, 2025

Put simply, we craft smart products that transform mundane shopping experiences into personalized adventures, like suggesting the perfect pair of sneakers based on your unique sports styleall thanks to Predictive Analysis. Curious to learn more? Keepreading! We love collaborating with passionate brands across theworld!)

Data Visualization

Mind the Product

MARCH 4, 2025

Discover how a struggling product manager transformed into 'Super SQL Man' by using AI-powered LLMs to conquer SQL queries, streamline data analysis, and unlock powerful business insightsno expert coding required! Read more » The post Are you struggling with SQL?

Artificial Inteligence

Product Talk

FEBRUARY 19, 2025

Even so, we ran the statistical analysis for both survey cohorts (2022 and 2024) and this was one of the few areas where the 2022 answers didnt correlate with the 2024 answers. Hope Gurion and I recorded a video about this very problem last year. So I am struggling to find a reliable way to measure the team success of our survey respondents.

Product Research

Userpilot

NOVEMBER 14, 2024

You can do it by conducting a path analysis , which is a visualization of all user activities leading up to an event. Path analysis in Userpilot. For example, the lowest plan of an analytics tool may offer only basic reports, like funnels , while more advanced ones, like attribution analysis, could be included in the higher plans.

Data Visualization

Usersnap

FEBRUARY 24, 2025

Leveraging Usersnap for Seamless Documentation & Analysis Usersnap surveys provide an efficient way to document responses and analyze discovery insights. Design the survey with a mix of short/long text fields for open-ended responses and dropdowns or multi-choice polls for quantifiable data , making later analysis easier.

Product Research

Reveal

DECEMBER 23, 2024

By incorporating analytics directly into your product, you provide users with tools that not only address their pain points but also generate richer data for analysis. Automated Insights: Reveal automates the collection and analysis of data, saving you hours of manual work and providing you with the insights you need to make quick decisions.

Data Visualization

Alchemer Mobile

NOVEMBER 13, 2024

To read more about this and how you can elevate your CX strategy in the future, download our Quick Guide to Transforming Your CX Strategy with Open Text Analysis! Automating Data Collection and Analysis Modern survey tools automate data collection and analysis, enabling efficient feedback gathering without manual labor.

Customer Satisfaction

UX Planet

JULY 29, 2025

Examples: “Competitors, Comparables, Trends”, Competitor analysis Core idea generation techniques: Once the problem is clear and the team is warmed up, the focus shifts to generating a wide range of ideas. Examples: Dot Voting, Impact vs. Feasibility Matrix, Kano or RICE models, Cost-Benefit Analysis.

Customer Experience