Churn, Data Analysis and Software Development

Digital Analytics 101: What Is It and How to Collect Digital Data?

User Pilot

MARCH 29, 2023

Retention rate , churn rate , customer lifetime value , or NPS scores are examples of digital analytics that product managers will find relevant. Software developers will be interested in digital analytics that focus on the technical performance of the website, like bug reports or uptime.

Data

Data Social Media Customer Lifetime Value Acquisition

How to Create a Persona in 4 Steps: A Guide with Template & Examples

User Pilot

MAY 30, 2023

You can start by collecting data on your existing users through: Product usage data User surveys (such as churn surveys , end-of-trial surveys, CSAT surveys , etc.) Next, analyze the data to find similarities and patterns among your users. Create a churn survey with Userpilot. End of trial survey.

Social Media

Social Media Interviewing Underperforming Technical Team Product Marketing

Customer Journey Analytics: Don’t Let All That User Data Make You See The Forest for The Trees

User Pilot

JANUARY 26, 2021

Some choices for Customer Journey Analytics Software are Indicative, WebEngage, and Woopra. Customer Journey Mapping is the precursor for Customer Journey Analytics Kommunicate reduced churn by using customer journey analytics to identify the engagement problems with their activation points.

Artificial Intelligence

Artificial Intelligence Data Machine Learning Underperforming Technical Team

Product Team Structure – A Guide For SaaS Product Teams

User Pilot

JULY 17, 2023

Some companies prefer to organize their teams around product managers with specialist skills , like growth or data analysis. A product team structure is how a business organizes the product team to best support software development. Book the demo to see how it can support your product team structure. Clear focus.

SaaS

SaaS Scale Leadership Customer Lifetime Value

Top 10 VWO Competitors and Alternatives This Year

Full Session

DECEMBER 30, 2024

Its good for teams focused on retaining users, reducing churn and increasing conversion rates. PostHog also helps product managers and developers looking to improve their products. Both are good but serve different purposes in software development and marketing.

Payment Methods

Payment Methods Payment Solutions Payments SaaS Payments

Serious About Customer Success? Your CRM is Not Enough!

ChurnZero

NOVEMBER 8, 2019

While CRMs excel at data retrieval , they struggle to replicate basic processes and workflows. For most Customer Success workflows, CRMs require custom software development. While CRMs can surface your customer data, they lack the native data analysis to create actionable insights.

Customer Success

Customer Success Scale Headcount Scaling

Head Of Product Career Path

User Pilot

AUGUST 30, 2024

If your major isn’t directly related, consider taking courses in marketing, business strategy, project management, and data analysis. Topics range from product strategy and leadership to user research and data analysis.

Leadership

Leadership Scale Interviewing Compensation

Best Resources for Head Of Products

User Pilot

AUGUST 19, 2024

Topics range from product strategy and leadership to user research and data analysis. ChurnZero – Best for customer success and retention : ChurnZero helps you track customer health scores, identify at-risk customers, and proactively engage with them to prevent churn.

Leadership

Leadership Scale Interviewing Market Research

How to Become a Head Of Product [+Tools and Resources]

User Pilot

AUGUST 28, 2024

If your major isn’t directly related, consider taking courses in marketing, business strategy, project management, and data analysis. Topics range from product strategy and leadership to user research and data analysis. Head of product FAQs Is the head of product a VP?

Leadership

Leadership Scale Interviewing Market Research

Head Of Product Salary [+ Resources to Advance]

User Pilot

AUGUST 28, 2024

Topics range from product strategy and leadership to user research and data analysis. ChurnZero – Best for customer success and retention : ChurnZero helps you track customer health scores, identify at-risk customers, and proactively engage with them to prevent churn.

Leadership

Leadership Scale Interviewing Compensation

How to Become a Product Assistant [+Tools and Resources]

User Pilot

AUGUST 19, 2024

Junior product assistant As a junior product assistant, you’ll start by supporting senior product team members with basic tasks like market research , data analysis, and creating documentation. Project management : Skill in managing tasks, timelines, and priorities, especially within agile development frameworks.

Market Research

Market Research Interviewing Onboarding Trends

How to Become a Product Marketing Manager [+Tools and Resources]

User Pilot

JUNE 28, 2024

Work closely with sales teams to develop sales enablement materials, training programs , and competitive battle cards. Analyze key metrics such as customer acquisition cost (CAC) , customer lifetime value (CLV), and churn rate to optimize marketing strategies and drive customer retention.

Product Marketing

Product Marketing Technical Review Management Marketing

How to Conduct a Root Cause Analysis in SaaS: Step-by-Step Process

User Pilot

FEBRUARY 12, 2025

Every SaaS company faces problemsproduct performance issues, low NPS, churn. Thats where root cause analysis (RCA) comes in. Lets say theres an increase in churn of 9%. Path analysis. For tracking the journey of users who churned during this period and compare it with the path of active users.

Technical Review

Technical Review Software Review Churn SaaS

How LLMs Are Trained: From Raw Data to SaaS Disruption

How To Buy Saas

MAY 26, 2025

So whenever you hear about an LLM like GPT-4, you can be almost certain theres a towering stack of Transformer blocks under the hood, churning away at probabilities of tokens, making sense of text and generating it. For example, GitHub Copilot (powered by OpenAIs Codex model) acts as an AI pair programmer.

Artificial Intelligence

Artificial Intelligence Data Software Review SaaS

Mixpanel Vs Amplitude: Which Analytics Tool is Best for Your Business?

Full Session

NOVEMBER 6, 2022

Gathering user behavior data. Reducing churn. The company provides a series of comprehensive guides and video tutorials, but the process is complicated, and you’ll need help from a software developer. Data regarding errors. Advanced data analysis. Product optimization. Customer journey tracking.

Software Review

Software Review Underperforming Technical Team Business Technical Review

Mixpanel Vs Google Analytics: Which is Best for Your Product Optimization?

Full Session

NOVEMBER 16, 2022

Gathering user interaction data. Gathering web analytics data. Reducing churn. In the case of Mixpanel, deployment is more complex, and you probably won’t be able to complete it without help from a tech expert such as a software developer. User engagement data. Advanced data analysis.

Software Review

Software Review Sales Hiring Technical Review Underperforming Technical Team

SaaS Brief

Digital Analytics 101: What Is It and How to Collect Digital Data?

How to Create a Persona in 4 Steps: A Guide with Template & Examples

Trending Sources

Customer Journey Analytics: Don’t Let All That User Data Make You See The Forest for The Trees

Product Team Structure – A Guide For SaaS Product Teams

Top 10 VWO Competitors and Alternatives This Year

Serious About Customer Success? Your CRM is Not Enough!

Head Of Product Career Path

Best Resources for Head Of Products

How to Become a Head Of Product [+Tools and Resources]

Head Of Product Salary [+ Resources to Advance]

How to Become a Product Assistant [+Tools and Resources]

How to Become a Product Marketing Manager [+Tools and Resources]

How to Conduct a Root Cause Analysis in SaaS: Step-by-Step Process

How LLMs Are Trained: From Raw Data to SaaS Disruption

Mixpanel Vs Amplitude: Which Analytics Tool is Best for Your Business?

Mixpanel Vs Google Analytics: Which is Best for Your Product Optimization?

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