Product Innovation Educators

MARCH 3, 2025

Their initial focus was on developing algorithms that could effectively analyze textual data and extract meaningful customer insights. This approach involved “teaching” large language models how to craft clear, actionable customer needs statements based on transcript data, social media comments, and other text sources.

Research Software 156

Research Software Product Research Artificial Inteligence User Testing 156

The Product Guy

JULY 4, 2019

I discovered that I must research and understand the entire system and process, problem solve with my team, and share lessons learned. This was due to incorrect contribution amounts, the system not finding an account, or invalid employer data. These system errors increased our backlog and costs, and delayed enrollments.

Research Software 384

Research Software Product Manager Product Management Systems Review 384

Alchemer Mobile

APRIL 28, 2021

Read on for data-supported benchmarks Utilities apps should focus on in 2021 and beyond based on what was learned from a year like no other. Ratings and Reviews. Travel apps ratings and reviews were around or slightly lower than macro app averages. star rating, and received 319 app store reviews.

Feedback Software 234

Feedback Software Systems Review User Testing Travel 234

UX Planet

JANUARY 22, 2025

Case Study: Improving Data-Driven Decision Making for CSR Leadership Civian is a data-driven platform designed to help businesses measure, optimize, and showcase the social and economic impact of their investments in communities. Feature Engagement Users most frequently gravitated toward the map to explore and compare data.

Data Visualization 98

Data Visualization Research Software Feedback Software Reporting Tools 98

Alchemer Mobile

APRIL 21, 2021

Read on for data-supported research and benchmarks Education apps should focus on in 2021 and beyond based on what was learned from a year like no other. While concerning, this is a solvable problem for mobile teams in 2021 as people slowly begin to get back into a normal groove with their education systems and preferences.

Feedback Software 246

Feedback Software Research Software Education Technical Review 246

Alchemer Mobile

APRIL 13, 2021

While some companies took a hit due to widespread lockdowns, those who swiftly adopted the digital shift won market share and, ultimately, new loyal customers during a difficult time for consumers. Ratings and Reviews. star rating, and had 488 app store reviews. star rating, and had 7,549 app store reviews.

Feedback Software 232

Feedback Software Research Software User Testing Systems Review 232

Product Management Unpacked

NOVEMBER 2, 2021

CMU Master of Science in Product Management program student Erick Valencia landed a PM experience of a lifetime as part of a student team developing a driverless race car system to race in the Indy Autonomous Challenge. His was one of six sub-teams all designing portions of the autonomous driving system. “I Mid-summer test.

Research Software 223

Research Software Systems Review Technical Review Development 223

The Product Guy

MAY 7, 2020

Often, this is due to resource constraints rather than a lack of understanding of a PM role. Data PM: organizations dealing in data products (building AI/ML based products) prefer a PM with data science background so that they can appreciate the problems well and being able to work with data engineers/scientists.

Technical Review 398

Technical Review Product Manager Product Management Research Software 398

Alchemer Mobile

APRIL 6, 2021

Read on for data-supported research and benchmarks Food and Drink apps should focus on in 2021 and beyond based on what was learned from a year like no other. Ratings and Reviews. star rating, and had 1,223 app store reviews. star rating, and had 4,695 app store reviews. 2021 Engagement Benchmarks for Food and Drink Apps.

Feedback Software 243

Feedback Software Research Software User Testing Systems Review 243

Intercom, Inc.

JULY 25, 2022

New research from Harvard Business Review Analytic Services reveals that businesses of all sizes – from small businesses to enterprises – are realizing the business value of personal, efficient customer engagement. Below, we take a deeper dive into the report’s key data and trends. And many are striving to provide just that.

Data Visualization 209

Data Visualization Reporting Tools Analytic Tools Technical Review 209

Melissa Perri

JULY 23, 2024

I gather data through surveys about observations. I review strategies and roadmaps. Lots of data goes into pinpointing. At the end of this review, I do a Product Leadership workshop with C-Suite and Product leaders, where I show them what good looks like, and they have a chance to reflect on where they are.

Weak Development Team 250

Weak Development Team Product Research Research Software Feedback Software 250

Lenny Rachitsky

FEBRUARY 25, 2025

Step 1: Preparation (3-5 weeks) The preparation step is a foundational effort where a lot of the groundwork and due diligence is done to inform the strategy selection process. Behavioral insights: The data lead is responsible for producing a comprehensive meta-analysis of past behavioral analyses available at the company.

Strategy 119

Strategy Technical Review Product Strategy Product Research 119

Intercom, Inc.

JUNE 13, 2022

Last month we turned our attention to data – unleashing new features that help you improve how you collect, access, and use first-party data to influence your product and scale your business. Satmetrix Systems, Inc., and Net Promoter System? Satmetrix Systems, Inc., Learn more about our data hosting program here.

Data Visualization 197

Data Visualization Product Research Reporting Tools Feedback Software 197

The Product Guy

DECEMBER 6, 2018

On one hand, everybody expected me to focus on the problems that will help them to succeed in their workflows or function, and on the other hand, I had limited time to give all the problems their due attention it. Therefore, it was important for me to be aware of the following three things: 1) Where should I start? 2) What should I solve?

Reporting Tools 350

Reporting Tools Customer Experience Product Manager Product Management 350

Userpilot

NOVEMBER 7, 2024

Let’s review everything your customer success team has to do in the absence of any customer success tools. Collect customer data to calculate complex formulas for tracking metrics, monitor customer health scores, and resolve support tickets while continuously trying to improve retention and expansion.

Data Visualization 105

Data Visualization Analytic Tools Feedback Software Reporting Tools 105

Alchemer Mobile

FEBRUARY 24, 2022

Whether a customer completes a purchase, leaves a review, or mentions your company socially, there is always an emotional state connected to their action. Customer reviews are a great way to track sentiment, and in-app ratings prompts can help inspire customers to leave their thoughts on your mobile experience. In-app ratings prompts.

User Testing 246

User Testing Feedback Software Customer Feedback Customer Experience 246

The Product Guy

MARCH 12, 2025

Every meeting becomes a performance review rather than a space for creative problem-solving. Experiments that might failbut could lead to paradigm shiftsare killed in favor of safe bets that give executives something to celebrate on their quarterly reviews. The most successful companies dont rigidly adhere to best practices.

Data Visualization 150

Data Visualization User Testing Customer Experience Technical Review 150

The Product Coalition

JANUARY 5, 2021

about brands, product pricing, and customer reviews?—?have Big Data services , powered by artificial intelligence (AI) and machine learning, help retailers stand out in a crowded, competitive marketplace. In which other ways could Big Data impact retail in the upcoming years?

Data Visualization 187

Data Visualization User Testing Artificial Inteligence Reporting Tools 187

UX Planet

DECEMBER 6, 2024

Prompt samples based on real Data on how customers source for cars in rental marketplaces. Prompt samples based on real Data on how customers source for cars in rental marketplaces. Data and ResearchInsight Data shows that customers factor in budget and needs when sourcing for acar. Image credit: Karena E.I

Customer Experience 98

Customer Experience Data Visualization Research Software Feedback Software 98

Alchemer Mobile

AUGUST 2, 2024

Make better-informed business decisions Data-driven insights from CX metrics enable teams to make informed decisions. The Classics: time-tested customer experience metrics Net Promotor Score (NPS) Introduced in the Harvard Business Review in 2003, Net Promoter Score (NPS) is a leading growth indicator across industries.

Customer Experience 200

Customer Experience Analytic Tools Data Visualization Feedback Software 200

Intercom, Inc.

FEBRUARY 9, 2021

Nearly two-thirds (58%) would sever their relationship with a business due to poor customer service. For example, more customers than ever have had to pivot to online shopping; for many, this has come with an added level of stress due to factors like shortages in supply chains and delivery delays. With empathy. “I

User Testing 222

User Testing Reporting Tools Customer Feedback Customer Experience 222

The Product Coalition

MARCH 13, 2023

Justin Norris After reviewing his post, I feel that Justin highlights the following key activities in order to produce valuable report designs: Help stakeholders communicate their ideas. Perform a report and/or data feasibility analysis. Identify the metrics i.e. the quantitative measurements of data. Build a mockup [prototype].

Data Visualization 139

Data Visualization Reporting Tools Systems Review Software Review 139

The Product Coalition

MARCH 8, 2023

Healthcare data exchange refers to the sharing of patient health information between various stakeholders, including payers (insurance companies), life sciences (pharmaceutical and biotechnology companies), and providers (doctors, hospitals, and clinics).

Healthcare 139

Healthcare Data Visualization Biotechnology User Friction 139

UX Planet

SEPTEMBER 3, 2024

This article reviews 3 popular contribution models: 1. It uses the hybrid model of contribution where the central design system team is responsible for the overall direction. This hybrid model helps the design team keep the system accurate and useful. This hybrid model helps the design team keep the system accurate and useful.

Systems Review 98

Systems Review Software Review Technical Review Healthcare 98

Intercom, Inc.

NOVEMBER 3, 2021

We introduced regular alert review sessions for teams dealing with frequent alerts. Each alert review session starts with an ordered list of alerts that fired in the previous period, ordered by frequency of their firing. fire most frequently) are reviewed first. . 8 questions to ask when assessing your team’s alerts.

Data Visualization 209

Data Visualization Engineering Systems Review Software Review 209

Alchemer Mobile

NOVEMBER 22, 2024

When one tool gathers feedback via email and another through your website, consolidating all that data and customer feedback can be nearly impossible. Most organizations struggle with disconnected tools that create data silos and incomplete customer insights. You can connect Alchemer to just about any other system without hassle.

Feedback Software 130

Feedback Software User Testing Research Software Customer Feedback 130

Lenny Rachitsky

JANUARY 14, 2025

Her background is in developer tools and distributed systems. These metrics are designed to be used together as a system to provide a balanced look at overall team performance. It’s important that this metric is used only as a system health metric, and always alongside other metrics in the framework.

Product Research 130

Product Research Research Software Data Visualization Reporting Tools 130

The Product Coalition

NOVEMBER 17, 2023

Extracting valuable insights from business data and taking timely actions are critical. However, the challenge lies in dealing with the rapidly expanding volume of data due to incorporating both traditional and non-traditional data sources into the data governance ecosystem.

Data Visualization 140

Data Visualization Reporting Tools Artificial Inteligence Information 140

Intercom, Inc.

AUGUST 11, 2021

Monitoring and alerting systems aren’t perfect, and it can take some time for the customers to notice problems and report them to the support team. We all deal with business-critical legacy systems from time to time. Even the simplest change to those systems could be risky because of your lack of context and the potential blast radius.

Data Visualization 282

Data Visualization Reporting Tools Software Review User Testing 282

Intercom, Inc.

APRIL 13, 2021

It underpins a whole host of core Intercom features – Inbox Views , API , Articles , the user list, Reporting , Resolution Bot , and our internal logging systems. “How do you take a data- and infrastructure-heavy service like Elasticsearch and build automation around it that makes all that heavy maintenance as invisible as possible?”

Reporting Tools 249

Reporting Tools Data Visualization Customer Experience User Testing 249

Product Talk

MAY 15, 2024

In order to gather more data, one of Ellen’s coworkers set up a quick survey question pop-up in the mobile app. At the time, Orion was already using Mixpanel (a product analytics tool) for collecting data and analytics. They wanted this data to decide whether to focus more on creating solutions specifically for the dictation users.

Product Research 308

Product Research Feedback Software Analytic Tools User Testing 308

The Product Guy

SEPTEMBER 27, 2016

Jordan has enterprise Software-as-a-Service experience within the facilities management, legal and pharmaceutical verticals, having most recently worked at ServiceChannel, Epiq Systems and Medidata Solutions. Dominic is the Director of Product Management at ADP’s (Automatic Data Processing) New York City based Innovation lab.

Research Software 370

Research Software User Testing Analytic Tools Product Research 370

Roman Pichler

JANUARY 7, 2020

But don’t forget to regularly review the product roadmap —at least once every three months, as a rule of thumb. Then draw a coordinate system that takes into account time, captured as sprints, and effort in the product backlog, which might be expressed as story points. Rough, high-level estimates are sufficient.

Technical Review 251

Technical Review Customer Experience Systems Review Feedback Software 251

The Product Guy

APRIL 9, 2019

In my company, we review a living document with our management chain on a quarterly basis to align business direction for the short-term (immediate one to two quarters) to the long-term (two to five years). No formal stakeholder review as this is meant to be the first version that will undergo many iterations and refinements.

Feedback Software 372

Feedback Software Analytic Tools Technical Advisors Strategy 372

UX Planet

DECEMBER 6, 2024

Well start with an overview and explore how AI can take on tasks such as analyzing user data and automated prototyping to help professionals connect with users on a humanlevel. These advancements are revolutionizing how designers approach their work, making UX more data-driven, efficient, and user-focused than everbefore.

Feedback Software 88

Feedback Software Research Software Analytic Tools Data Visualization 88

The Product Guy

OCTOBER 25, 2016

Jordan has enterprise Software-as-a-Service experience within the facilities management, legal and pharmaceutical verticals, having most recently worked at ServiceChannel, Epiq Systems and Medidata Solutions. Dominic is the Director of Product Management at ADP’s (Automatic Data Processing) New York City based Innovation lab.

Analytic Tools 356

Analytic Tools Research Software CTO Coach Fractional CTO 356