The Product Coalition

MARCH 3, 2024

Understanding your customers is key, but simply understanding their demographics isn’t enough. Predicting their future behavior allows you to anticipate their needs, personalize their experiences, and ultimately, drive conversions and loyalty. So, how can CRM marketing help you achieve this elusive power of prediction?

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Userpilot

FEBRUARY 9, 2023

Looking to use predictive customer analytics to drive growth and gain a competitive advantage for your business? Predictive customer analytics can help you engage customers and generate more revenue with accurate predictions. What is predictive customer analytics?

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Userpilot

OCTOBER 18, 2022

How do you lean on your customer analytics insights to spark faster product growth ? To make continuous improvements, you need to collect customer data, analyze it, and act on the customer insights you gain. In this article, we’ll cover: The importance of customer analytics.

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Userpilot

JANUARY 15, 2024

However, this guide will show you how to measure customer experience in the fintech industry, make improvements, and pick the best tools for the job! TL;DR The fintech customer experience helps neobanks, cryptocurrencies, and blockchain wallets differentiate themselves from traditional financial institutions.

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The Product Coalition

OCTOBER 20, 2023

With AI technology, marketers can identify microtrends and even predict trends, saving time and resources through automated digital marketing services. Artificial intelligence (AI) has begun to transform all facets of our professional and personal lives. The source predicted that the value would surpass $107.5

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The Product Coalition

JANUARY 25, 2024

Training these transactional chatbots to understand and fulfill user requests effectively is essential. One powerful approach to training such chatbots is reinforcement learning  — a subfield of machine learning. Users ask Siri questions and have conversations with it via a messaging environment.

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Userpilot

SEPTEMBER 19, 2023

As your business grows and your focus shifts from acquiring new customers to retaining existing ones, churn prediction becomes an invaluable tool in your toolkit. Accurate churn prediction models help you improve the customer experience and prevent voluntary customer departures.

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Userpilot

DECEMBER 22, 2022

What would your retention game be like if you could predict churn before it happens? You’ll identify and address pain points quickly, leading to increased user satisfaction. This article dives deep into churn prediction for SaaS, showing you the strategies that work and how to implement them. Poor customer service.

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Userpilot

MAY 31, 2023

By leveraging AI-powered solutions, SaaS companies can unlock a myriad of opportunities to enhance customer satisfaction, engagement , and overall user experience. TL;DR AI in customer experience refers to the use of AI technologies to enhance and improve the interactions between businesses and their customers.

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Userpilot

MAY 23, 2023

We’ll cover how the customer experience is defined, where AI comes into the picture, how it can help engage your customers , and explore some specific tactics for leveraging artificial intelligence within your product. Using AI and machine learning within your SaaS can bring huge benefits.

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Userpilot

JANUARY 12, 2023

There are different user behavior analytics use cases you can implement when conducting user behavior analytics. First, the use cases we’ve put together for this article present different angles of how to act on behavioral data at different stages of the customer journey.

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Userpilot

MAY 31, 2023

Wondering how to unlock the full potential of your survey data and if survey data analysis will be of any help? The sheer volume of data generated can quickly become overwhelming, and this is where survey data analysis can help you. Quantitative data is numerical data or information you can easily measure for analysis.

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Userpilot

FEBRUARY 25, 2024

Analyzing user behavior can help you understand how users perceive your product and brand. Since user preferences are always evolving, you need to be agile and swiftly adapt to new user behavior trends. TL;DR User behavior trends are not the same as consumer behavior trends. Sign-up form of Userpilot.

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Userpilot

MAY 16, 2023

Real-time customer assistance helps customers overcome challenges instantly and increase lifetime value. Hyper-personalization uses real-time data to provide more contextual experiences and build loyal customers. You should build customer trust by ensuring data privacy. What is customer engagement?

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Usersnap

SEPTEMBER 19, 2023

Well, you might not need a crystal ball anymore, because AI-driven data and customer insights are here to make your business dreams come true! With AI-powered customer insights, you’re not just serving customers; you’re creating experiences, building connections, and crafting success stories.

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Userpilot

FEBRUARY 10, 2023

How can customer intelligence analytics help boost product growth ? In this article, we cover the following: What customer intelligence is and why it’s essential in SaaS. The four main types of customer intelligence data. Three steps to automate your customer intelligence analytics.

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Userpilot

JANUARY 16, 2024

A potent tool, ChatGPT has proven to be a strategic addition to the product management toolkit, churning out ideas in even the most unlikely scenarios. TL;DR The machine learning-powered ChatGPT can help product managers generate ideas, conduct market and user research , analyze data (app store reviews, user feedback, etc.),

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Userpilot

JULY 21, 2022

However, as your business grows, it becomes more difficult to deliver top-notch customer service , which means you are at risk of customer churn. But this is where customer experience automation (CXA) comes in. In this article, we will be covering everything you need to know about customer experience automation.

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Intercom, Inc.

DECEMBER 6, 2022

Whether we’re creating tools that improve personalization or strengthening our privacy and security, Intercom has always been committed to bringing a personal touch to every change we make to our product. Supporting the exchange of PDF documents on WhatsApp to save customers from having to switch channels to share necessary information.

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Usersnap

APRIL 29, 2023

From staying on top of market trends, user needs, customer feedback , and industry insights to managing their resources, and planning what’s ahead for their product. You’ll be able to understand how chatGPT can be a great tool for product management. Product managers have a lot of ground to cover.

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The Product Coalition

OCTOBER 6, 2023

But how do machines learn to detect emotions, and what business opportunities does emotion AI present? Instead of a face-to-face conversation, we send chat messages or schedule a video call. Emotion AI, like any other AI technique, requires data to enhance performance and comprehend user emotions.

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ProductPlan

JUNE 28, 2023

Few advancements have sparked as much excitement and potential as Artificial Intelligence (AI) and Machine Learning (ML). For example, these technologies empower product managers to gain valuable insights into customer needs, drive product development , and elevate user experiences.

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Usersnap

MARCH 22, 2023

Introduction: Why AI can be a game changer in analyzing your users’ feedback In today’s digital era, or let’s call it the AI era, all areas of our life will be impacted by the new developments and opportunities that artificial intelligence is offering. But let’s focus on customer feedback first.

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Userpilot

NOVEMBER 1, 2022

Personalized customer service is a secret ingredient for improving customer engagement , retention, and loyalty. In this article, we’ll cover: What personalized customer service is and why it’s beneficial in SaaS. 7+ customer service personalization strategies. Address customers by name.

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Intercom, Inc.

OCTOBER 1, 2022

A customer self-service offering is key to empowering customers with information while also reducing the burden on customer service professionals. Plus, they build trust by demonstrating the breadth of a brand’s knowledge to its customers and prospects. What is a customer self-service portal?

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The Product Coalition

MARCH 8, 2023

What is GPT Generative Pre-trained Transformer (GPT-3) is a machine learning-driven language model developed by the OpenAI artificial intelligence lab. What makes GPT-3 unique is the sheer size of the data it was trained on. OpenAI has released an API for accessing ChatGPT and Whisper models.

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Userpilot

AUGUST 29, 2022

Customers are actively sharing their thoughts on social media and review sites, making these places valuable sources of customer feedback. To access this large pool of actionable data, you need to conduct sentiment analysis. If you’re ready to get started with customer sentiment analysis, then read on!

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Userpilot

SEPTEMBER 28, 2022

Anticipatory design focuses on predicting user needs before they even experience them. Anticipatory design aims to remove friction from the user journey and improve efficiency by eliminating unnecessary choices. This improves overall customer satisfaction. To be effective, anticipatory design needs data.

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The Product Coalition

JUNE 5, 2019

Lately, some of the predictive projects are taken up because of the hype and those are the projects that not only fail to deliver success but also tend to cast a shadow on the AI industry in general. Before one moves ahead with a predictive project, it’s extremely important to clearly articulate the value that the project will deliver.

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The Product Coalition

MARCH 5, 2018

Building your first Machine Learning product can be overwhelming?—?the I’ve often seen great Machine Learning models fail to become great Products, not because of the ML itself, but because of the supporting product environment. UX, Processes, and Data, all contribute to the success of a Machine Learning model.

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Userpilot

JUNE 2, 2024

Customer intelligence (CI) data and insights are instrumental in product management. They also help create a personalized customer experience and improve product adoption. However, with so many customer intelligence tools available, how do you select the right one?

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ProductPlan

JUNE 28, 2023

Few advancements have sparked as much excitement and potential as Artificial Intelligence (AI) and Machine Learning (ML). For example, these technologies empower product managers to gain valuable insights into customer needs, drive product development , and elevate user experiences.

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Intercom, Inc.

OCTOBER 13, 2022

The industry landscape is changing, the prospects of a global recession are ever-present, and everyone is struggling to get leaner, reduce costs, increase efficiency, and increase customer satisfaction and retention. Now more than ever, businesses need to build strong, long-lasting relationships with their customers to thrive.

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The Product Coalition

APRIL 16, 2018

A Product Management Framework for Machine Learning?—?Part For the final installment of this series, we discuss monitoring, and how Product Managers can add value to Machine Learning projects. You’ve built a complex system with multiple moving parts Machine Learning products are complex and evolving.

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The Product Coalition

MARCH 27, 2018

A Product Management Framework for Machine Learning?—?Part A quick look-back at the 8 steps to building an AI Product: Identify the problem There are no alternatives to good old fashioned user research Get the right data set Machine learning needs data?—?lots lots of it! Let’s get right to it!

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Userpilot

OCTOBER 4, 2022

Facebook does a great job at encouraging customer engagement with different fun banners. Grammarly collects customer data by allowing them to select their writing goals. The company then uses this information to personalize the user onboarding experience. A deep customer retention analysis entails more.

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Userpilot

OCTOBER 18, 2021

There are eight SaaS trends in 2021 that you should be aware of: vertical SaaS, platform unbundling, micro SaaS, artificial intelligence and machine learning, low code (or no code) approach, SaaS integration, mobile optimization, and centralized analytics. Here is what you can do: Evaluate users’ responses.

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