Lenny Rachitsky

JULY 7, 2025

Watch or listen now: YouTube // Spotify // Apple Brought to you by: Paragon —Ship every SaaS integration your customers want Notion —The best AI tools for work Hiten Shah is a serial founder who has started several analytics and security companies, including Crazy Egg and KISSmetrics.

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ChatGPT Product Research Analytic Tools Research Software 92

Lenny Rachitsky

JUNE 24, 2025

Some, which focus on language—like ChatGPT o3 , Claude Sonnet 4 , Gemini 2.5 There are also more traditional types of AI models, such as classification models (used in tasks like fraud detection), ranking models (used in search engines, social media feeds, and ads), and regression models (used to make numerical predictions).

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Artificial Inteligence Data Visualization ChatGPT Research Software 133

Lenny Rachitsky

JUNE 16, 2025

She currently runs design is a party , an alternative online design school where she teaches courses like The Art of Visual Design and Prototyping with Cursor.

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Data Visualization ChatGPT Finance Dashboard 118

UX Studio

MARCH 1, 2024

In today’s AI-driven world, the excitement about artificial intelligence is widespread, with numerous tools available to shape our lives and the world. Our blog post guides you through the maze of AI research tools. But the question arises: How useful are the currently available tools, and what challenges do they generate?

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Data Visualization Research Software Product Research Analytic Tools 98

Userpilot

FEBRUARY 25, 2024

Product analytics can help you track changing user behavior for your app but here are some industry-wide changes that are influencing purchasing decisions in 2024. The former tracks trends for software users , while a consumer behavior trend mainly refers to online shopping, such as buy-now-pay-later payment methods.

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Analytic Tools Data Visualization User Testing Reporting Tools 105

UX Planet

DECEMBER 26, 2023

The presence of AI in UX design has been increasing and several innovative tools have emerged with the focus to help designers through their process. Top AI Tools for 2024 Lets start listing down some of the Top AI Tools for Designers to Explore in 2024. It offers the designers variety of tools to work based on their goals.

Research Software 105

Research Software Feedback Software Data Visualization User Testing 105

Lenny Rachitsky

APRIL 9, 2024

Subscribe now P.S. Check out my PM recruiting service (helping you hire Sr. Taking gigabytes of data, analyzing it, and giving succinct and (increasingly) insightful answers. That sounds a lot like a tool that would be incredibly good at identifying a clever strategy. Think about it—what is AI best at?

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Data Visualization Product Manager Product Management Research Software 136

Product Talk

APRIL 19, 2023

Within the product world at large and the Continuous Discovery Habits community specifically, we’re seeing increasing interest in personal knowledge management, both in terms of the processes and tools people are using to support them on this journey. Find all of the posts in this series here.

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Research Software Data Visualization Product Research Systems Review 130

The Product Coalition

MARCH 14, 2023

In this article, we will discuss how ChatGPT and AI Art can facilitate the process of quickly creating a mobile app prototype to get customer feedback. Specifically, we will use a coffee drink selection app as an example to demonstrate the iterative process of design creation using ChatGPT and AI Art tools such as Midjourney and Dall-e.

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ChatGPT Feedback Software User Testing Customer Experience 78

Lenny Rachitsky

FEBRUARY 8, 2024

To get better answers from ChatGPT, be specific and give more context to your questions. GPTs unlock the potential for an “agent future,” where we assign complex tasks to AI tools. Currently, we prompt GPTs, receive rapid responses, and conclude the interaction.

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Reporting Tools Data Visualization Research Software ChatGPT 104

The Product Coalition

JANUARY 11, 2023

Yes, dear product managers (PM), especially if you’re not data scientists, you should be staying on top of what’s new in the world of AI. While amazing, I quickly categorized it into the “another really cool tool, way to go world!” You probably know about Stable Diffusion and ChatGPT, and the 1000 apps built on top of them.

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Research Software Product launches Technology Product Manager 158

UX Studio

SEPTEMBER 23, 2024

Imagine a future where lesson planning takes minutes, not hours—this is the promise of AI-driven educational tools. To understand how these tools work for teachers, we conducted an in-house project. During this project, we aimed to explore their attitudes toward AI and AI-driven tools. For recruitment, we used Respondent.io

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Research Software Feedback Software Education Data Visualization 88

The Product Coalition

DECEMBER 10, 2023

This comprehensive, step-by-step guide is the result of extensive research, several experiments, and even a custom GPT designed for JTBD. ?️ It includes insights from my interview with Tony Ulwick , one of the JTBD framework’s creators, on my podcast. ? In essence, the customer ‘hires’ the product or service to complete this job.

User Testing 148

User Testing Product Research Customer Experience Customer Feedback 148

Userpilot

SEPTEMBER 25, 2023

Both methodologies promote continuous improvement based on user feedback and evolving insights. Both methodologies promote continuous improvement based on user feedback and evolving insights. Ideation : After gathering user data and defining a clear problem, the next step is brainstorming solutions.

Feedback Software 104

Feedback Software Research Software Analytic Tools User Testing 104

Lenny Rachitsky

SEPTEMBER 3, 2024

The framework is based on his experience advising dozens of consumer subscription businesses, as well as his analysis of over 30,000 consumer subscription apps (based on proprietary data provided by RevenueCat ) and interviews with leaders at dozens of top consumer subscription companies. Public company market caps are from 8/30/24.

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User Testing Framework Feedback Software Onboarding KPIs 134

Userpilot

AUGUST 15, 2023

In SaaS, this often refers to customers who immediately renew their subscription plan. This is your one chance to get real-world insights from your target customers regarding your product/feature. Get user insights through feedback surveys. These users tested the feature and left their feedback and insights.

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Product launches User Testing Feedback Software Research Software 98

Lenny Rachitsky

JULY 22, 2025

” I was worried that if I let AI tools do things for me, I’d lose my edge. When I tried using ChatGPT, I found it disappointing for strategic and innovative work—like consulting a chatty Wikipedia. I also ended up dictating the background story of the initiative to ChatGPT, just like I would at a team kickoff.

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Artificial Inteligence Research Software Feedback Software Analytic Tools 92

UX Planet

MARCH 2, 2024

Designed for Deterministic Systems: A deterministic system performs set tasks predictably, while a probabilistic system dynamically responds to inputs with uncertain outcomes. Once confident in the data output, efforts can shift to scaling the solution and extending it to more use cases within the identified core domain.

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Product Research Research Software User Testing Analytic Tools 91

Department of Product

NOVEMBER 2, 2023

Its UI is a simple white, infinite canvas and the product is designed to help you feel calmer when browsing information you’ve saved for future reference. Plain describes itself as ‘CS without the BS’ and is positioning itself as a modern customer service tool to support modern product development teams.

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Data Visualization Research Software Analytic Tools Reporting Tools 52

Usersnap

MARCH 22, 2023

With the constant influx of data, manually analyzing and categorizing user feedback can be time-consuming and labor-intensive. Artificial Intelligence (AI) has emerged as a powerful tool to streamline many steps in this process, offering several benefits to product managers, customer success teams, engineers and marketing teams, and users.

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Customer Feedback User Testing Feedback Software Artificial Inteligence 52

Department of Product

OCTOBER 12, 2023

Finally, if you’re currently going through a vendor onboarding process which involves security and compliance issues, this new tool might help. Knowledge Series #9: How to segment customers – practical tools and frameworks explored. Refer a friend ? ChatGPT hit revenues of $4.58 Enjoy the rest of your week!

Analytic Tools 52

Analytic Tools Research Software Reporting Tools Data Visualization 52

Lenny Rachitsky

AUGUST 12, 2024

You can also see the episode transcript and Hila’s references. Self-service checkout flow: PLG products allow users to upgrade to paid plans or access more advanced features on their own, without needing help from a sales team. They think the leads will come, conversion will come, self-service revenue will come.

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Analytic Tools Reporting Tools Data Visualization User Testing 52

Crafty CTO

FEBRUARY 19, 2023

Simon Willison , maker of the excellent Datasette open source data exploration tool, had commented on a post by Stratechery’s Ben Thompson , who had captured Bing in the act of misbehaving. We’re at the start of an emergence like the Industrial Revolution, but if you think you can predict how this will play out?

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Feedback Software Research Software Product Research ChatGPT 52

Usersnap

JUNE 15, 2023

For example, the release of ChatGPT (OpenAI’s artificial intelligence chatbot) caused quite a stir across different industries. Implementing a user-feedback platform like Usersnap that’ll allow your customers to report any bugs or issues and submit feature requests in a few clicks. Gather insights for improvement.

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Feedback Software User Testing Research Software Analytic Tools 52

Intercom, Inc.

DECEMBER 9, 2022

We chatted about DALL-E, GPT-3, and if the hype surrounding AI is just that or if there was something to it. Right now, ChatGPT performs best on problems where it’s easy to validate the answer or creative contexts where there’s no such thing as a correct answer. ChatGPT’s big debut. Des Traynor: Hey, Fergal.

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ChatGPT Artificial Inteligence Technical Review Feedback Software 279

Tyner Blain

OCTOBER 23, 2023

I had a client who would refer to the “red thread” connecting her intent with the ideation, decomposition, and execution of work by the teams in her organization. ChatGPT estimates between 100,000 and 300,000 fish which met the rules of the competition could be in the lake. I still have no idea. No one likes to be wrong.

Systems Review 59

Systems Review Weak Development Team Product Research Customer Experience 59

The Product Coalition

JULY 28, 2023

A data product’s main ingredient is in the name, it is data. In this article, I’m going to give my take on data products and why they’re so important in creating value for companies. that’s a data product right there, the recommender. So there you have it, data products are everywhere. Thank you Google Maps ?

Data Visualization 148

Data Visualization Reporting Tools User Testing Customer Experience 148

Arkenea

FEBRUARY 14, 2025

Key Takeaways The Nature survey stated that ChatGPT will benefit research and assist in boring or repetitive tasks. This includes debugging codes, crunching numbers, and analyzing large data sets. ChatGPT, a generative AI, can access terabytes of data in less than seconds to predict medical conditions.

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ChatGPT Healthcare Data Visualization Research Software 52

Lenny Rachitsky

JULY 9, 2024

As a result, most people underestimate how close ChatGPT and other tools are to replacing the work of a human. For example, the authors of the paper “ ChatGPT is fun, but it is not funny ” used only basic prompts like “Tell me a joke, please! ” and were testing GPT-3, not GPT-4.

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Reporting Tools Product Research Research Software Feedback Software 109

Userpilot

MARCH 7, 2024

How do you use the insights to improve user engagement? We also look at a couple of analytics tools for analyzing user engagement. User engagement could also refer to the strategies that businesses use to drive user interactions with the product, such as in-app messages or emails. What metrics you should track?

Analytic Tools 105

Analytic Tools Onboarding KPIs Data Visualization Feedback Software 105

Userpilot

JULY 24, 2023

TL;DR A product launch refers to all of a company’s coordinated marketing efforts to bring a new product to the market. Thankfully, you can get all the data you need by speaking to your existing customers or those of your competition. Then, use the data you acquire to create your ideal user persona. FigJam Email campaign.

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Product launches User Testing Product Research Feedback Software 98

Lenny Rachitsky

AUGUST 13, 2024

Opportunities, exclusive templates, course discounts and tools that will transform your career. You can also see the episode transcript and Marily’s references. ” AI is both overhyped and under-hyped: She thinks writers complaining writing is dying because of ChatGPT is overhyping and misunderstanding it.

Research Software 52

Research Software Feedback Software User Testing Technical Review 52

Usersnap

JANUARY 8, 2024

Technological advancements – Consider the strategy pivots required after the launch of ChatGPT in Nov 2022, New requirements – Customers and their needs evolve daily, Changing Business needs , and Your level of understanding about the problem. Iterative product development, on the other hand, embraces change.

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Feedback Software Weak Development Team User Testing Development 59

Crafty CTO

APRIL 17, 2023

Willison is prolific, to no small degree, because he’s skilled at applying tools like ChatGPT.) On Reddit r/Midjourney , this post outlines how it’s now possible to use ChatGPT’s newest GPT-4 model to generate great Midjourney text prompts, which in turn renders jaw-dropping images. So Welcome To S1E4.

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Artificial Inteligence CTO Coach Fractional CTO ChatGPT 8

Lenny Rachitsky

APRIL 29, 2025

Now he’s back with a guide to using AI agents to make PMing fun again, which I predict will be in the top 5 most popular posts of all time. What tools? This post shares their insights on what works—and what doesn’t—in the real world. Where to start? What about security? Takes real-world action.

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Research Software Feedback Software Reporting Tools Data Visualization 74

BrainMates

JUNE 4, 2025

AI in this context can extend our ability to think beyond the present by finding data points that we didn’t even know existed and then by bringing them to us as a potentially valuable input to wrestle with. ” and validate the results against their existing analysis, or against other AI tools to start mapping tools with tasks.

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Data Visualization Research Software Reporting Tools Analytic Tools 40

Modus Create

MARCH 19, 2025

Whether you realize it or not, youre already interacting with theminside business tools, software platforms, and maybe even your daily workflow. If youve spent any time in AI chatter-heavy circles lately, youve probably heard the term agentic AI or seen a lot of references to AI agents. But what exactly is agentic AI?

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Feedback Software Artificial Inteligence Data Visualization Customer Feedback 40