ChatGPT for Product Managers: Supercharge Your Product Management Workflow

1. Introduction: Welcome to this course where I'll teach you how you can use chat GPT to enhance your product management workflow. My name is vessel and I'll be your instructor for this course. As a product manager, you are constantly looking for ways to improve your workflows and productivity. Jack, GPD and EI language model, which is developed by OpenAI, is a powerful tool that can help you achieve those goals. In this course, we will explore how Chad GPT can be used in product management to enhance market research, product development, and product marketing workflows. We will cover the basics of chat GPD and its capabilities and provide you with real-world examples of how it has to be used in product management scenarios. Throughout the course, we will also cover how to fine-tune chat GPT responses. How to provide clear and specific prompts to generate relevant responses. And the best practices for reviewing and evaluating chat GBD responses. By the end of this course, you will have a deep understanding of how to utilize chat GPT to optimize your workflows and enhance your performance as a product manager. This course is designed for product managers of all levels, from beginners to experience professionals. Whether you are looking to streamline your market research, improve your product development workflows, or enhance your product marketing. This course will provide you with valuable insights and practical knowledge on how to incorporate chat GPD into your daily job. Thank you for joining me on this journey to explore the possibilities of giant GPD in product management. And it's time to get started. I'll see you inside the class. Thank you. 2. What is ChatGPT?: Let us talk about what is Chad GPT. Chat TBT is a natural language processing tool developed by a company called Open AI. It uses machine learning algorithm to generate text based on the given input. Now what makes chat GPT particularly impressive is its ability to understand the context and generate coherent responses that sound like they were written by some human. And what is NLP? Nlp stands for natural language processing. A branch of artificial intelligence and computer science that deals with the interaction between the computers and human language. The goal of NLP is to enable computers to understand, interpret, and generate human language in order to perform different tasks. Now, chat GPT has many applications for the field of product management. The number one application that we can talk about is market research. So you can use chat GPT to conduct competitive analysis, identify your competitors. You can even identify market trends and you can compare different features of the competitors that exist over there. We can also use chat GPT for copywriting. So you can leverage to RGB-D to create engaging headlines, call-to-action tags, and product description. You can even use chat GBT to generate a user flows and map out user journey for your product. Email writing is another application or use case or chat GBD, wherein you can use or take the help of chai TBD to draft professional emails or your customer communication, user interview request. And even for feedback collection. You can even work with Chad GBD to generate internal e-mails for your internal communication within the company. Gpd can also be used for designing a survey. So you as a product manager, might be looking for a survey. You might want to collect some user feedback and data from your existing customers or new customers. In that case, you can take help of Chad GBD, to design a well-structured Survey. John GBD is also useful for launching products. So you can take help of chat GPT to support product launches by crafting launch strategies, press releases, social media content, and so on. Now, there are benefits of using chat GBD. And the number one benefit is boosted creativity. So Chad GPD can act as your creative brainstorming partner and it can contribute to like conceptualization of new functionalities, new enhancements, innovations and so on. It can help you with effective communication. And it can do so by producing some clear content. And it can help you draft communication for different stakeholders, clients, and team members. Gpd can also help you optimize the resource and time. You can reduce the time spent on the manual activities like market research, copywriting, and you can do more focus work on strategic planning and implementation. So that being said, Chad GPD isn't a replacement for human creativity or expertise, but it's a tool for product managers to supplement their own skills and processes. It's also important to keep in mind that the text or whatever content that is generated by Chad GPT may not always be perfect or on the point. And it is up to the product managers to decide how to use it. 3. Getting Started: Hello and welcome. So we're going to get into action and we are going to sign up for chat GPD now. So here I am on Google homepage and you need to go to this URL, chat.openai.com. And you need to hit enter into your browser. So you might be prompted for some verification here. So I'll verify that I'm a human. And then you will see a beach, which will prompt you for logging in or sign up. So in order to use chat GPD, you need to create an account with OpenAI. And OpenAI is the company behind Chad TBD. So if you already have an account, you can click on Login or else you can hit Sign up. And it'll show you the sign-up options. So here you can see that I have continued with Google. You can continue with your Microsoft account or you can simply sign up with your email. You can choose the option that you prefer and continue forward. So after you have finished the onboarding process, like Dev will be some information that this particular website will ask from you, like your e-mail, mobile number and so on. It will verify you. Then you will land on the dashboard, which will show you this disclaimer. So you can just click Next. And it talks about how the data is collected. So you can read this and you can say Next, and you can even join their Discord. So if you want to stay in touch with them and share any feedback and you can see done. So this is the homepage or the main dashboard that I should see where you can create a new chat. So you can see on the top left, you have an option to create a new chat over here. You have an upgrade option, okay, So right now we're on the free plan. Chat GBD works really well on free as well. So there are no issues as such. Then you have some examples where you as to what you can ask chat JEPD. So you can see how do I make an HTTP request in JavaScript. You can see God, any creative ideas for ten year old birthday. Explain quantum computing and simple terms and so on. It highlights the capabilities that you can read it for you. So it says, remembers what users said in earlier conversation, allows user to provide follow-ups and it's trained to decline inappropriate requests. So you can just get started by any of these examples over here. So I can say got any creative ideas for 10-year-olds per day. And you can see, I hit Enter and you can see you get some messages already been printed. So now what we're doing now is we are interacting with chat GPD. So you have given an input and you are getting the corresponding output. And you can even see that there is a new chat created here on the left-hand side which says tent. Both the party ideas. You can rename this to whatever you wish to. You can see testing. And you can see, you can delete this chat as well. Okay? So this is about the chat interface. Now you have an option to edit to you as well. So for some reason, if you think like this is not a good answer, and you want to modify the input that you gave. You can modify this input over here by adding some more details and you can save and submit outline briefly. So I can just see like outline briefly and I can Save and Submit and it will regenerate the entire response. Over here, you can see, since this was the second variation that are generated for a question, you can click on this arrow and go back and see the previous response as well. Who have an option to regenerate the response as well. So I can click on regenerate, and this response is entirely regenerated. You have this button over here to stop generating, like if you want us to stop. And you can even give feedback from here and here as well. So this is the interface in general. You can keep talking to it like what is the capital of Spain? I can say. It will give me the response, like so. You can keep on chatting and it'll give you the appropriate responses. So this is the interface that we have and we have an option to upgrade as well. So if you click on this, you will see that we are on free plan currently. And these are the features in the free plan. And you have an option to upgrade to try to be D plus as well, which is at a certain cost. And there are some features over here. So when we talk about chat GPT, there are different models that exist. So you can say new chat. And this is Model 3.5, which is not the recent one. So since we are on free plan, we don't have access to the most recent model. So you can upgrade and get access the new model, which is much more intelligent and that model is called GPT for GBD four is nothing but a new model that has been recently released, like in March 23. As I'm recording this video, there will be more models which will be enhanced version of the previous one. So what is improved in the new model? The new model is much more smarter than the previous one. Of course, it can give you more correct responses and it has a better reasoning and so on. So if you want access to that one, you need to upgrade. Otherwise, free version also works well. The free version is GPT-3 0.5. As of now, I'm recording the video. So you can make use of that as well. And you can walk out and leverage the potential of Jack GPD. Alright? You have a small little icon over here which displays your name. And you can go and change these settings, clear conversations, and go to the help and FAQs and even lockout. So this is the interface in general that we have for chat GPD. 4. Understanding Prompts: Let us talk about prompts in chat GPD. What our prompts, prompts are essentially the input that the user provides to chat GPD to get the corresponding output. Now there are a few things that you should know about prompts. The number one thing is memory. Jan GPD has a short-term memory that allows it to store the information from the previous prompts. It can even generate the responses that are contextually relevant because of this memory function. This allows Jack GPT to remember important details from the previous prompts and take all of that into account and generate responses that are contextually relevant. Now let me give you an example to demonstrate this. So for that, I'm going to head over to our browser. I'm going to go to the chat that we have created. And I'm going to say, what is the capital of France? And I'm going to press Enter. It says the capital of France is Paris. And I'll say what is its population? It says as of 2021, the population of Paris is estimated to be around 2.2 million people. So I didn't see that tells me the population of berries, but I just say what is its population? And it remembers the context of the conversation. So it knows that I have just asked about the capital of France. And I'm asking for the population of the capital of France, which is Paris. And that is how it generated the response which is contextually relevant. So this short-term memory function allows chat GPT-2 generate more accurate and relevant responses. One important point to note is this memory function is limited to a very short-term memory. So it may not be able to remember the information from the prompts that occur too far in the past. That is a restriction there. But it's pretty good when you are interacting with it. Now let us talk about the next thing, which is nothing but the prompt length. So the length of the prompt can affect the quality and relevance of the response that is generated by chat GPD. Longer prompts can provide more context for Chai attributed to work with and even give relevant responses to you when you're working with it. Just make sure that you try different wearable lens as prompts and then observe the output to get something relevant. The next thing is prompt freezing. Now this is also important when you are giving prompts to chat GBD. The way the prompt is phrased can also affect the responses that is generated. E.g. if you use a question format like this, what is the best way to write a product description may result in a different response than using this format like writer product description, that is engaging and highlights key features. So the first one is the question format and other one is like a command. So the boat will generate different responses. So prompt freezing is also important when it comes to working the chat GBD. Now, there are some tips that I wish to share with you when you're working with chat Djibouti. And for that we'll head over to our browser. So when working with IGBT, it's really important for you to be specific. And the more specific your prompt is, the more likely chat GBD is to generate a response that accurately reflects your goals and objectives. So I can use a general prompt. I can say plan or vacation. This is very general and you need to be more specific to get a proper response. So here you can see the responses like it does not have any context to this response. So it's just giving me the output. But let's say if I give a better prompt, like if I say like, plan a beach vacation in Hawaii for family of four with a budget of 5,000. Okay. So this is something very specific. I'm mentioning over here the location. So this is the tentative location that I wish to go. You are also mentioning the type of the vacation you want, a beach vacation. And then you are telling it that there will be a group of four and it's a family. And you're also specifying the budget over here. Now if you give this to chat GBD, it will give you a sample itinerary. So you can see it's giving you the sample itinerary for you to work with. We'll wait for like a minute or so or 30 s to generate the entire response. It will keep on typing. And this will be longer one. So you can see it's giving you the budget breakdown as well since you have specified the project over here. So these are all approximate values, are approximate figures. But it's a good starting point, like you can see, it's pretty valuable. Like it says d1, d2, d3. And along with the budget. And here's a disclaimer as well. So it's pretty decent that way. So this is one thing like you need to be specific with your prompt. So plan of beach vacation in Hawaii. A family of four with a budget of like whatever budget you have, this is a better prompt than just telling it like plan a vacation. Okay. So this is one tip that I would like to offer. The other one is use descriptive language. So when providing prompts tried to use descriptive language, it will help chart Jupiter to understand what you're looking for. E.g. like, I'll just add a sample prompt. We're based on our previous example. So like so I can say planet tropical beach vacation in Hawaii for a family of four with two adults. And I have added, like I've elaborated this. So a family of four has two adults and two children. And I've also specified the each age of 8.10 and the budget is same. Now, I've given charge GPD, additional details like the vacation should include accommodation with beachfront taxes. Okay. I need family-friendly activities as well, like solving lessons and so on. And local dining options I need, which wherein I need to have like seafood and Hawaiian cuisine. And the design of the vacation should be focused on relaxation and adventure. And if you give this as the input, the output that you get from IGBT will be like in this context. And it will be far more relevant and better for you. So you will have to wait for thirty-seconds, like to get the entire response over here. But it's worth. So you can see like D1, D2, like it has included all the activities that you mentioned like so thin, it has included a scenic dive. Then you have the breakdown here as well. Okay? So this is what you have given basically as an input. So this is much more descriptive than what I had earlier. Another thing is another tip that I want to talk about is you should experiment with different prompts. So e.g. you got this response over here. With this problem. You might want to rephrase this or add some more details based on what output here. Of course, you will have to rephrase and work on this a bit more to see what are the different output that you get. This is like an experiment with different inputs to see what works best for your requirement. Under the point is refined and iterate. So the text generated by chat GPT is like a starting point. And it's up to you as a product manager to refine. And it read on the ideas that are given to you by this particular software. So you can use your own expertise, judgment, and refine and improve the text by giving some modified prompt or something like that. So e.g. here, let's say I got this as a response for my vacation. So I can again copy this prompt and I can give it a new prompt. Width. More details like e.g. let's say if I don't want a surfing lesson or if I want a particular activity now to be included after looking at this response, or if I want a different kind of hotel or something like that. So I can just modify that. I can add the list of activities. Moreover, you and I can just give that prompt again and see what it has to generate. This refinement. And iteration is a process that you have to go through and play around with. And playing around with will involve you tweaking your prompts, giving it relevant inputs and so on. So this is about refining and it rating. Then you can even use act as a freeze. So you can see act as a, and you can add, let's say, a profession or a specific character or a style. And you can get the responses that align with your desired tune, perspective, or context. So e.g. you can see act as a persuasive copywriter and give me like your requirements, whatever it is, so something like that. So Chad GPD has this ability of acting as a character professional style, or it can give you or your output in your desired tune and so on. Alright, these are some of the tapes that I had to share on the prompts. And overall charge GPT. A key to using giant GPT is like working with prompts effectively to provide a clear, specific and desired inputs that accurately reflects your goals and objectives. You should be willing to refine and iterate on the responses generated by chat GPD. And this can become a really powerful tool for you as a product manager who generate new ideas, streamline workflow, and improve the quality of your entire process and the work. This is about the prompts in chat GPD. 5. Conducting Market Research: So let us talk about how can you use chat GPD for conducting market research. So as a product manager, let's assume that you're working at a ride booking company. So it's an app that allows users to book writes from the smartphone. And you're working on scheduling or write V2 for the ride-sharing app. Now conducting market research is essential so that you could understand like, what's the competitive landscape, user needs and what are the different opportunities that are available in the market for you to tackle right now. Let us jump into chat GPD, and let us see how we would be conducting market research. So to conduct market research using chat GPT, there will be four things that we will have to go through. So we will have to first identify our research objectives. Then we would be crafting targeted prompts. Then we need to iterate and improve. And lastly, we can refine the prompts for better results and tweak them. So let us talk about identifying research objectives. So before diving into chat GPT, you need to outline your research objectives for your ride-sharing app. Now for the scheduling the right feature, your objective might include understanding competitor offering. Now, this might include identifying all the competitors and going through what all they offer currently. You can also have identifying user pain points as one of your objectives and also understanding industry trends. So this could be some of the objectives that you might think about for scheduling right feature. So this was about identifying research objectives. Then you might go about crafting targeted prompts. So let's head over to chat GPT and see how you can work on prompts. So here I am on the dashboard. Now over here, I need to create the prompts that align with my research objectives. So what I can do is I can use act as freeze to work with chat GPD and tell it to provide me some of the output. Okay, I'll create a new chat over here. And I'll tell chat GPT to act as an industry expert over here. So you can see, act as an industry expert and provide an overview of Top five ride-sharing apps. And I also need that key features for scheduling rights. Alright, I'll give this as an input. So we know you can use act as freeze to tell chat GPD to act as something. So here you can see it has started providing me some of the inputs like Uber, Lyft, Didi, and it's telling you all the details that you had requested for. So it's telling about tubal that users can schedule the rights to the app by selecting the schedule right option. And you can choose the date and time that they want to be backed up. And this is also one important information like it allows you to schedule, right, 30 days in advance. Left allows you to do seven days in advance. Now some other app allows you to do '70s and so on or last seven days. Everything is seven days except Uber, which is 30 days in advance. You also get fair estimates with this app, real-time tracking and ability to read the tribals. So this is how you get some information. Now, let's say if I want to understand the common pain points that uses face when scheduling rides on the existing ride-sharing platform. So that way, if we know the pain points of the other apps, we could solve them in our app and create a strong value proposition. I could say, list common pain points users face when scheduling rides on existing ride-sharing platforms. And you can see chat GBT in action here. So the number one pain point would be limited availability, unreliable, estimated arrival times, surge pricing, safety concerns, payment issues. So there are payment issues as well like declined credit cards, inaccurate failure stages, charges and so on, and inconsistent service quality. So you can take all of this as input and you can like work on them. You can also go through the trends. You can tell charge GPT-2 describe emerging trends in the ride-sharing industry related to write scheduling. And you can see some of the trends. So advanced booking option. So you can book in advanced predictive AI algorithm, integrated multimodal transport tradition, real-time traffic and route optimization, improved safety measures. So these are some of the trends that you can make note off. So this is about like how can you like craft initial prompts to get some information from chat GPD. So once we have crafted the initial prompts, you can then iterate and improve. Alright, so for iterating, you can follow up with more targeted questions to dive in deeper into specific areas. E.g. like, I can paste in this question and I can see how have recent advancements in AI impacted the ride-sharing industry and particularly in right scheduling. So you will see giant GBD telling you around this. And you can wait while it generates the entire answer. So you can see like one is predictive demand forecasting. Real-time route optimization. Algorithms can analyze a real-time traffic data and suggest the most efficient route for drivers to take. Personalized user recommendations, safety monitoring, chatbots for support and so on. So these are some of the advancements with respect to AI that have impacted the ride-sharing industry, particularly, right scheduling. You can even see like you can have different prompt like what are the differences between rights scheduling options for regular users and business users? So let's say we have two kinds of users on the app. And you might want to have, like, you're just evaluating whether the experience for both should be different or it should be same, then you could have tried to get some of the information there. So you can have like payment options. So you can see like business users may have different payment options. E.g. they might have a corporate credit card or a billing account with the ride-sharing platform. So this is something that you might take into consideration if you have a significant portion of your users as the business uses advanced booking, customizations, management and reporting tools. This is a good one. You could have, like reporting tools created for business users, allowing them to Right usage, manage billing expenses and so on, like monitor compliance. So these are all business-related features, a dedicated customer support. So yeah, you can like then it read so based on the initial input that you get from Chad GPT, you can iterate on these does information. You can pick up a point and you can ask Jack GBT to elaborate that point and so on and you can gain more information. Okay? So this is about iterating and improving. Then you can refine the prompts for better results. Now, if these results are not satisfactory, then you can refine your prompts to be more specific. And you can some different kinds of questions. So e.g. here, like if I scroll up, you can see like the top two apps are Uber and Lyft here. So I can ask Jack GPT to compare the ride-sharing features of Uber and Lyft in terms of user experience, available options, and ease to use. Your am telling charity beauty specifically, that for these two apps, I need like the difference in terms of user experience, the options available, and the ease of use. Okay, So I'm creating really specific prompts here. You will see Chat GPT, like explaining me everything that I have asked for will wait while it generates the response. But you can see like the number one differences here. You get 30 days in advance. You can only do seven days in advance. And does the experience pickup, location, drop-off, any type of right. They want. Okay. You also get reminders. Available option is these are the available option and lift. These are the available options. In terms of ease of use. This is the difference over here, okay? Now, you can even like *** chair deputy to act as a user. So act as a user and explain the difficulties that your feast or experienced when scheduling arrived on the ride-sharing app. So this is something that you might do to understand the problems from the user perspective. So limited scheduling options, technical issues, inconsistent pricing, and so on. So this way you can even refine the prompts for better results. So you can see we have a lot of information now in front of us about the right scheduling feature. And you can use this information to dive in further. So tangibility can be a powerful tool over here. To conduct market research. You can gain valuable insights into competitive landscape, user needs, industry trends, and so on. You can use this information to get or to make the informed decision at your end, okay, and to improve the ride scheduling feature that you are building. Now, few things that you need to keep in mind is you need to be clear, specific, and iterative with your prompts to obtain the information that you need. Alright. 6. Product Copywriting: Let us talk about how can you make use of chat GPT to do copywriting for your product? So Chad TBT can be a powerful tool when it comes to copywriting. And it can generate responses based on natural language prompts. And it can provide you suggestions for copy based on like the tone, the style, and different phrases that you include in the prompts. So let me show you what I actually mean. Product manager can use chat GPD for generating content, like for different occasions. Okay, and let me give you some examples. So let us say you are working as a product manager on a ride-sharing app and you are tasked with creating a new feature wherein you would be allowing users to scheduled right in at once. Now, you are looking to make this feature user-friendly and you need to create some copy. Let's say you wish to create some copy for notifications, error messages, success messages, and even landing page. So you need some help with copywriting and go achieve this, you decide to make use of chat GPT. So let us talk about notifications fullest. So what I'm going to do is I'm going to write in a prompt over here. So here in the chat interface, I'll paste in a prompt. So I'll just zoom in a bit so that it's a bit clear. So I'm asking Jack GBD to act as a writer for a ride-sharing app. So I'm giving you the context that you are now a UX writer at this particular app. And you need to provide me three variations of push notifications. So I need three variations. I'm mentioning the counterweight here. And the purpose of this notification is to remind users about the upcoming scheduled rights. Okay? So this is a notification that it's going to be. And I can like send this prompt and we can see the output away here. It's sending me three variations. We're okay, So this is one reminder. It says Hey, username, just a friendly reminder that your scheduled right is coming up in. Like this is something that we need to fill in and we will be there to pick you up on time. This is a customizable reminder and this is a special offer reminder. Okay. So scheduled ride is on the way and as a thank-you, like we're offering you X percentage of so this is something that you can use to drive in some revenue or to push it in and upgraded or something. Okay? So this is something that chart GPT has given us, okay? Now, you can even use chat GPT, Let's say directly got the copy for push notifications. But when it comes to push notifications on mobile, like on Android or iOS, you have different formats, okay? And if you, as a product manager are not aware, you can simply ask chat JEPD so you can get a prompt there. You can see what are the format for Android and iOS push notifications. So I can just press Enter and it will give you the format. It will tell you that there is an icon. Icon is one of the components when it comes to push notifications, that is title. There is a message, timestamp and the action buttons. So you can even have the action buttons which can drive action, like open the app or reply. This is what Android. And on iOS you have this format here. If you want the copy to be written in the format of Android or iOS, you can see is you can like get the prompt that you added over here. So I'll just copy this prompt here. Okay. I'll paste it here. And I can add it this week. I'm just telling you IGBT that gives me the result in the above format and above format is this format that charging party has suggested us. So I need the answer to this prong in the above format that includes all the elements for me to use on Android and iOS platforms. So this is one brand that I'm giving charge GBD. And you can see simple reminder for Android, like you have the icon, I can can be your app icon. Okay. Then you have the title, like the right reminder. Your scheduled right is upcoming and we'll be there to pick you up. Time can be time and action buttons are not needed here in this case. So you can see like this is another customizable reminder and you have some action buttons here, like three variations of action buttons. Okay? Same for special offer, like open the app, okay? And you can see it's still generating this way, like you got the copy that it had suggested into the format that you need for Android and iOS. So this is something that you got it done. You can even make use of tones for notifications. Okay? So tones can be like urgent, friendly, informative, concise, and helpful. So these are some examples of like tones that you can ask Chad GP to be in. Okay? So what I can do is I will just copy this. So I'll just copy this old prompt of us and we will modify this. I'll say provide three variations off. I'll add a tone. We're so I'll say attention-grabbing. Attention grabbing push notifications. This is something that added attention grabbing push notifications for reminding users about their upcoming scheduled rights. I'll even tell GPT to please use attractive emojis. Emojis are really good thing in notifications in the content copy. So I want the usage of emojis. So I'll just say Endo. We go down and it will start generating. And you can see over here, here, there you are, right as on the way, it's giving you one more variations. I saying urgent reminder, exciting reminder. You can see this is really good. Like Agenda reminder, attention rider, You're right, is almost here. Hurry up and get ready to go. It's almost time. Get ready to blast off. So you can see emojis have also been added. This is really good, like the output that you're getting. It's really good. Now you can even refine this. So you have got some response from RGBD and we can refine this to like based on our product, branding, tone or target audience. Okay, so I can read the prompt to get the desired copy by providing more context or specifying the tone that I want, such as friendly, professional, or playful. Okay, So let us say I want some success messages, okay? So I'll just add a comment over here. This is one of the prompts that I can use. I can say as a UX writer, act as a UX writer for ride-sharing app and come up with three different friendly success messages. I'm stressing on friendly. So I'm saying friendly success messages that reassure young professionals that the right has been successfully scheduled. So if our target audience or the people we're going to use this feature are young professionals. We can specify that we use the chat GBD knows that this messages going to be targeted or being seen by the young audience. And you can even specify like the brand tone. So I want our brand or our app to become out as Morton. Okay, So I'm saying reassure young professionals that the rider has been successfully scheduled on our modern ride-sharing app. I'm telling charge GPT that I want ride sharing app to be projected as Morton. And I want this in the format for Android and iOS. Also, please make use of emojis in notification copy to grab the user's attention. This is fairly good. Okay, So this last one, it did not share these notifications in the Android and iOS format, okay? Because we didn't mention it the way you, so you can edit this from you. Again, press the edit icon and you can tell chart GPT, like, please share this in format for Android, iOS like so. I can save and submit. So we'll update that copy in that particular format. Now you can see it's generating, it will wait for awhile while the generation continues. And you can see it's making use of good emojis. Emojis are really good. Okay, So see there's fire icon that's being used. Reminder, the clock icon is being used. So you can really do some good brainstorming here with the notifications that or copy, any copy that you are working on. I'll be showing you more examples. So degeneration for the notifications is done over here, like the revised copy. Now let's push this prompt over here, wherein we have added Like objectives or lighter tone. As friendly, we have specified the target audience like they're young professionals. And we have also specified that we want to come out as a modern ride-sharing apps. If I just give this as a prompt, you will see the copy being generated in that particular direction. So you can see chat GBD is done generating the copy for our success messages. And you can see here are the three friendly success messages that reassure young professionals at the right has been scheduled. And you can see. Howdy messages are pretty good. Like sit back, relax and enjoy the ride. And you have this message with you right now it's been confirmed. So you can choose the notification that you need. And you can work for the width, this one. Let us see one more example of error messages. Okay? So I'm going to try and generate error messages. So I'm going to see act as a UX writer for a ride-sharing app and suggest three clear helpful error messages for users. And this is going to start generating the helpful error messages. Now, I can even enhance this prompt over here and I can add a bit more details. So right now it's generating in the format of Android and iOS. But I can tell three clear helpful messages for users encountering issues while scheduling derived in advance. So this time, I'm specifying this and I'm also asking you to make use of the emojis. You can see electronegativity has already understood that I like emojis. And it's already like adding emojis into the notification copies over here without me specifying we're right now if you see I have not mentioned in this prompt that gives me with emojis, but it does already given. You can see each message includes appropriate emoji to catch user's attention, so it has got a taste. But if I also give this prompt, if by chance it does not give you this emojis, then you can give this prompt and you can get the messages being generated with emojis as well. So it is giving me different emojis now. I can even make usage of tone and the brand voice. So I can see friendly tone, reassure young professionals. And I've also specified in modern ride-sharing app. So we are a modern ride-sharing app is what I want you to know. So you can make use of this prompt as well to generate a slight variation in the notification copy that chat GBD is generating. So with multiple versions being generated with different problems, you really have a good brainstorming done with giant GPD. And then you can pick up the one that you love. And you can go ahead. And you can see like here, oops, we have trouble scheduling your right. Please check your internet connection. Something went wrong. Please try selecting a different time. You can see, like you can again, give this prompt to charge you. You can even use this particular tool, giant GPT to generate the landing page copy. So let's say you are done with notifications or your finalized you have picked your notification. You had a lot of notifications here, okay. What you need to do is as a next step, you can pick up the notifications that you like and use that as a starting point. You can tweet them if you want or you can use them as it is. Okay. You have lots of options now, if you scroll up and you can even generate more, so it's up to you. But let's talk about landing page. So here I have pasted or prompt for landing page so I can see act as a persuasive copywriters. So you're, I'm telling chat GPT to act as opposed to this if copywriter. Now this is literally an objective that I have added, okay? And it is going in a particular format. Okay, So let me paste the format as well. So I'll add the format here. This is a format. Act as a copywriter and generate what, For, what? For what do you want and what do you want to generate and for what, why and for whom. This is a format. Like it need not be exact this tiling, but you make sure you add what, why, and whom along with the objective, anywhere in the prompt. Just remove this. But this is what we are using right now. And if we like, give this as an input, you will see, I guess generating the copy for our landing page that we can use. So you can see the copy being generated is pretty neat. So you can see no more waiting around or fanatically, like trying to hail a ride on a busy street corner. Schedule your ride for anytime NAD. And it has also added some features sort of thing like what can you expect? Now you're going to modify this prompt and you can include the tone and targeting. I'm saying create an engaging, informative copy with a friendly tone, which is targeting young professionals. And you should highlight the new scheduled rights feature. If you give this as an input, the output that you will get will be a good variation, like tired of stress, stressing about getting to work. So since we said, young professionals. It's like talking about getting to work or that important meeting on time. And based on that, it has generated all the features and everything. You can see. You can even ask Chad GPT to add like CTAs and also I can update the prompt. I can say act as opposed to receive copywriter who give me the landing page copy targeting young professionals and suggest three attention grabbing call to action freezes. Along with this old prompt of us. I've added this new thing. Absurd suggests three, attention-grabbing call to action freezes. A button on the landing page asking users to start using this feature. If I give this as an input, you will get the output. So once you receive the response from GBT, you can motive can do is you can review all the suggestions that you have, the different variations and define them. So you can tweak this prompt photo. You can tweak the tone for target audience product branding. You can read on this to get the desired copy, which is providing you more context and making you happy. If you're satisfied with that, then you can go ahead. Okay. So charitably generated this response, but it didn't generate the entire landing page copy. It gave me the CTAs instead. It said, say goodbye to transportation stress. The stress is a good. Okay. You can like, shorten them. Call-to-action buttons and I can just modify the strong kinda can see call-to-action for buttons, for the pattern on a landing page. And it will give me the same. So it's giving me freezes again. So I don't want phrases. So delta antibody that modify the above freezes to schedule, arrive on time, right? On schedule. Normal stress. These are the CD is that it is suggesting these water freezes. So you can pick some ideas and you can tweak the prompts as you can see and you can make it work, okay? If you need, you can ask, charge you PTs for additional suggestions, variations, and get the most suitable copy for your app. This process will create effective and engaging in AP copy, making the user experience much more better for you. And we will also enhance your workflow as a product manager. Alright, so that's about how can you use charged CPD for copywriting? 7. Generating User Flows: Let us talk about how can you use chat GPD to generate user flows. So we will be focusing on scheduling the right feature, like as usual. And we will assume that we are working at a company that has a ride-sharing app. And scheduling or ride feature is the one that you're working as a product manager. And we will walk through as to how you can create prompts that are effective. And we can refine them, tweak them to get the desired results, to get our user flow in place. So when you talk about user flow, here is a series of steps that you will be going through. The number one step would be for you to define your goals and requirements. And then you craft an initial prompt. Then you refine it. Then you review and tweak the responses, and then you iterate and finalize. This is a series of steps that you will usually go to. Let's talk about defining your goals and requirements. So as a product manager, let's say we are working on scheduling right feature. The primary goal over here is to create a seamless and intuitive user experience that will allow users to use this particular feature efficiently. And to achieve this, you need to start defining your target audience first. You need to identify the demographics, the characteristics of your target audience. And for the ride-sharing app, the target audience may include busy urban commuters or people who travel and people who frequently use these transportation services. You also need to understand user needs. So understanding user needs and pinpoint of your target audience is critical for you. And in our example, or in our case, users may want to schedule right in advance, like e.g. save time. To avoid last-minute hassles, we ensure punctuality and so on. Okay, So this will be the user needs in our case, you need to understand the desired outcome as well and you need to define it. So for our example, the objective would be to allow users to quickly and easily scheduled ride in advance. And this will be with the clear information about pick-up and drop-off locations. So when our users could use a ride, it needs to go through the entire process quickly and easily. And there has to be clear information about pick-up, drop-off, time and fat as well. Let us talk about the next step, which is creating the initial prompts. And for that, I'll hop over to chat GPT. So here we will start defining the initial prompt. Okay, so here's the initial prompts. I'll say act as a product manager and outline a user flow for ride-sharing app, focusing on the process of scheduling or ride in advance. So I'm asking for a simple flow for this feature. And chat GBD is inaction. You can see like open the app, there will be a scheduled but in somewhere, you select the date and time for your ride, pickup location, the destination, you choose the type of the right. So there is a possibility that your app may have different kinds of rights that are available. You can specify, that, specify the passenger details, reveal the right details, confirm the booking and you will get a confirmation message with the right details and the driver inflammation as well as reminder, this is also important. This is one version of output with the initial prompts. So how would you refine this? So you can refine this problem by adding more context. So here I have asked GPT-2 give a detail user flow or modern ride-sharing app focusing on the process for busy urban commuters. So I'm mentioning the target audience here. And you will get the relevant response as well. So you can see the user flow here. This is very detailed and better than the last one. Okay, we've done a little bit of refinement over here. Okay? We can review this and we can tweak the responses. So the next step in the process is to tweak, review and tweak the responses. So what you can do is you can, as a product manager, you may want to ask more details and requests suggestions for specific steps. Here are different steps that has been suggested. Let's say your user is selecting date and time at one particular step. So what I can do is I can tell charge GPT to like focus on making date and time selection more user-friendly and efficient. Just give that as an input. I don't want users to like struggle making date and time selection. So here it is, giving some suggestions to improve that as well. So I can implement this particular part. I can review these suggestions and get some ideas as to how I can improve there. Okay? So you can see the suggestions are really good. Use, easy to use calendar interface. E.g. you can use natural language problems like tomorrow ETM, with instead of having to scroll through a calendar. You can auto suggests the best pickup time based on users previous write history and traffic patterns in the area does is much more better. Okay? So this is one we went through creating initial prompts. You'll be refined them. We reviewed and tweak the responses. And then you can iterate and finalize. The last step is to iterate on the soil. You have got a lot of outputs, a lot of inputs from chart GPT. You can play around, you can define the prompts and you can iterate and finalize on whatever is needed for you. Okay? So this way, you can make use of chat GPT to generate user flows, get a lot of ideas, refine them, and get the best for your product. 8. Email Writing: Let us talk about email writing now. So you as a product manager, will have communication as the important part of your day-to-day job. So effective communication is essential, and writing emails is a significant part of your daily work. As a Product Manager. You can leverage and GPT to craft professional, well-structured email, saving time and ensuring clear communication. So let's say you're working on a scheduling or right feature and you wish to conduct user interviews. And when you want to understand the customer's pain point. And you are looking to leverage chat GPD to help you draft personalized and engaging emails to request user interviews. So the first step would be you will start with an initial prompt and you will provide a clear and specific prompt, including the purpose of e-mail and the recipients. So here's a prompt that I'll use. You can say act as a product manager, writing an email to user, requesting a user interview for a ride scheduling feature. And I'll hit Enter. Now, Chan GBD is giving me a response. So this is our general response. Based on the prompt that we have given. We can go to this and we can refine the prompt for the, okay. You can even refine the tone and the brand voice. So I can say act as a product manager, writing a friendly and professional e-mail. So this was the older prompt. Writing an email, your added friendly and professional requesting user interview. Now if you see this will be much more friendly. I hope this e-mail finds you well, my name is justice. Okay. And you can see this is fairly different from the other one. So the output is good. You can make use of these templates. And if you have your own template, let's say like I have this template that I want to use. You can use this template and you can give this template as an input to chat GPP. And what Chad Jeopardy will do is it will generate the output in this particular format. So you can tell chat GPT while giving the input that I want all this information to be put in this way. So let me show you an example for the same. I can paste this prompt the way here. I can say using the provided template, write an email requesting a user interview for right scheduling feature. And here's the template. So here the subject, be a USO, the opening bata. You need to explain the purpose of the email. Details about the interview, explanation of any incentives or rewards, and call to action and your name. So if I give this as an input, you will get the output in this particular format. You can see it's pretty good. And with this, once you have the result in this particular format, you can see it's coming out really well. You can request GPD to rewrite certain parts of the email. Okay. So let us say, I want to rephrase or emphasize like I want to rephrase the opening paragraph. So this opening paragraph, this one over here, okay. Which is just one, the opening one. And I want to stress on the importance of user feedback for improving the right scheduling feature. So I can tell chat GPD to rewrite the opening paragraph with this prompt to email, to emphasize the importance of user feedback for improving the right scheduling feature. You will see that being rewritten. So you can see rewrites that particular part and you can pick this apart and use it in your e-mail instead of this one. So this is how you can use chat GPT to generate emails. Now, when it comes to external emails, you can make use of chat GPT to get the user interview we males. You're going to get charged to B20 to seek feedback on a new feature launch. You can use chat attributed to generate email announcements that are announcing improvements in the feature. You can even use chat GPT to work with internal e-mails. So you can generate emails through development team about an upcoming feature planning meeting. If you have a particular template or internal format, you can give that as an input to chat GPT. You can get a reminder e-mail to design team about submitting mock-ups for a new feature or an app. You can definitely do that. So this way, Chad CBT is really helpful in email writing as well. And it can help you save a lot of time, get lots of ideas to the table, help you brainstorm and be more effective at work. 9. Designing Surveys: So as a product manager, collecting user feedback is a really important step and it's very important in decision-making and product improvement. Now for collecting a valuable user feedback, surveys are a very powerful tool. Using surveys, you can gather user input and chat GPT can help you design effective surveys. So let us take a look at an example. Okay, so to begin with the survey, you need to first define your survey goals and objectives. Once you've goals and objectives defined, you can clearly communicate these to chat GPT to generate questions that align with your intentions. Let us see, I have this prompt here. Act as a product manager. Suggests, questions for a survey aimed at understanding user satisfaction with the right scheduling feature of the app. So this is the Soviet Gould. The Soviet goal is like, I want to understand the user satisfaction. So this is the goal and the objective of this particular survey. And if I give this as a prompt, I will absolutely get an input. And you can see these are some of the questions that it is suggesting over here. There are ten questions that we got as an input from chat GPT. Now let us take a look at some of the example objectives that you can make use of. One objective can be like to understand user satisfaction better feature, and identify areas for improvement. You could define an objective where in you might want to assess the ease of use and user friendliness of a feature. You could have an objective to determine the usefulness and practicality of the feature in addressing users needs. E.g. and your objective could also be to collect feedback on any issues or challenges that users have feast in using the feature. Or you might want to evaluate the impact of feature on users overall experience with the product or service. So these are some of the example objectives that I wanted to showcase. Wherein which you can make use of in order to work with chat GBD. Now let us update this particular prompt and let us try and refine this. I'll update this particular prompt for ease of use and user friendliness. So I'll say aimed at understanding, ease off. So I'll just remove this. I'll say ease of use and user friendliness with the right scheduling feature in our app. And you can see the responses for this, okay? It's giving you the responses to understand how user-friendly it was for users to use this right scheduling feature in our app. So it's asking all the questions, like how easy it was to find the right scheduling feature, how easy it was to understand this feature, how intuitive it was and so on. Now, with this, now you have worked with objectives over here. You can even refine this. So let's say I will copy this first problem that I have. And I will define the question types over here so I can use, or I can modify this prompt to specify the question types. So I can see act as a product manager and I can say create five multiple choice questions. So I can say create five multiple choice questions for Soviet aimed at gauging like user satisfaction with derived scheduling feature in our app. So you're, let's say if I want to have multiple choice questions, like I just need to have five of them so I can like modify this prompt. And you will see the output flow. You can see it is making use of multiple choice questions and it is giving five options where he satisfied someone satisfied, neutral, somewhat dissatisfied and very dissatisfied. And there are five questions. You can see over here. You can even refine these questions for clarity and conciseness, okay, e.g. like, you can rewrite a particular question. So I can see like rewrite the following question to make it more concise and clear. Okay? So I can ask Jack GPD to make a particular question more concise and clear. So I can say e.g. let's say this one. So I can like so. And it will read out this particular question for me. Okay? Okay, so the output, it does not match the expectation. So you can edit and suggest what it's telling. What questions would you suggest for a survey to understand user satisfaction with the apps, right? Scheduling feature? So it's asking me a question. I don't know why. But you can say make it more clear. Can you make this more clear? And you can save and submit. So you can see it's giving the suggestion, but you can try out with different questions over here, the point I'm highlighting is if something is not clear, you can send that as an input and ask it to rewrite. You can even organize the survey flow and structure. Okay? So what I can do is I can give chat GBD this particular prompt. And I can tell charge EBT, like act as a product manager and suggests the optimal order for the following survey questions related to the right scheduling feature. So not for the falling, but for the above survey questions. So it will suggest, Here's the optimal suggestion over your optimal order. And you can see like this is the order that it's suggesting, like frequency of the use of the question can help you categorize the respondents. So it's also giving you y like white suggesting you this as the number one question. Because asking this as number one question, it can help you categorize the respondents and get an idea of how often people use this feature. And then you have a more general question. And then you have the accuracy and so on. So it's giving you the reasoning as well. It's not just, it has just randomly, like reshuffled. Now, you can also test and improve the questions. Like if there is any question that you want to rephrase. So I can say Can you please rephrase this particular question for me or provide an alternative? Like I don't like this question. It has retries, this particular question, okay? So you can work on this. You can tweak your problems and you have like a survey designed for your customers within a fraction of time. Okay? So this is really, really helpful tool guys, and it can help you accelerate your product management tasks and workflow really, really well. 10. Product Launches: So product managers are really important and they play a very crucial role in launching new features. So the success of the launch can significantly impact the adoption and the growth of a particular product. And changeability can be important in helping you with the feature launch. So when you are doing a product launch, like there will be various phases that you will go through it. Like you might plan the launch strategy, you might craft a launch messaging or a copy. You might be working on generating marketing materials, are preparing for the potential challenges that might come up. We might want to refine and iterate on the launch. You might want to analyze the feedback around the launch and so on. So let us talk about the launch strategy. So you can make use of chat GPT to help you with the launch strategy. So you can see as a product manager suggests, three unique ideas for promoting the new right scheduling feature in our ride-sharing app. So let's say you are working as a product manager at a ride-sharing app and you are launching a new right scheduling feature. So this is a case study here. And how would you launch it? So let's say you are looking for ideas and you ask Chad GPD for the same. Igbt will come back and it will give you some idea. So it will tell you the first idea, as you can see here, is social media influencer campaign. You can partner with such influences, ask them to create the boost. And you can offer influences like discount codes, which could incentivize people to try out new features. So this is one suggestion. You have in-app pop-up notification. So you have already users who are using this particular app and you are launching a new feature. You could have a notification that could go to all the users that hey, try scheduling or right feature. Now, you can have referral program where you could give out discount on the next slide when people could refer their friends and so on. So you could use chat GPD to get such ideas over here. Now, when you have selected a particular idea, you can then work on the launch messaging and copy. You can ask, in fact chat GPT to do so. Here I'm using the act as a freeze, act as a product manager. When an M asking Chad GBD to act as a product manager and create a concise attention grabbing announcement for the ride-sharing apps, new rights scheduling feature. And I can press Enter. And you can get an attention grabbing announcement over here. Okay? So you can see this is the announcement. Now. You can work on this and you can tweak this, these prompts and you can get the desired results. Okay, So you can tell like I want a long announcement or I want a 500 word announcement and so on. And chat Jeopardy will give you that you can even generate the marketing materials. So let's say you want to generate like marketing content such as blog post, press releases, social media posts, and so on. Let's take an example of blog post. So you can ask Chad GPT to act as a product manager and write a blog post explaining the benefits of the new right scheduling feature. And you will also want to mention that how this particular feature sets our app apart. And you will see Jagged deputy come back to you with the desired blog post. So you will see like this is the title of the blog post. And then it starts with the blog post. Will wait while it generates. So you can see the entire blog post is generated and you have some benefits mentioned here. And the launch messaging. It's a decent blog post. You can work more on this and you can consider this as a starting point. And you can define a treat. You can add your own content as well, and you can have a really good blog post at the end. So when doing launches, you will have some challenges and you might want to be prepared for those challenges well in advance. So you can ask Chad GBT, to give you a list of three possible challenges that we might face as a company during the launch of scheduling feature. You can also ask for possible or potential solutions and charge a beauty will give you the potential challenges you can see like user awareness. So whenever you launch a new product, user awareness is one of the challenges that usually product managers face. And users may not be aware of this new feature, how it works benefits and this may lead to low adoption rates. So how could you be prepared to solve this challenge? You can have a comprehensive marketing plan. Social media, email newsletters, email newsletter and in-app notifications and so on. And you can make sure you benefit, you highlight the benefit. So on. This could be something that you can, you could like be prepared for before they launch only technical issues. So this is one good one. So there could be bug fixes and you can have a QA team, like in your company. You could work with QA to make sure that the product is bug-free. Driver adoption. So this is something also really good since it's a marketplace where end-user is booking the ride for future. Okay, So here you need to get drivers to adopt to this particular feature as well. Just getting users might not be best because if there are not enough drivers exact him the rights than the feature might be a video. So you can see like there are three possible challenges along with good solutions. And you can see the solution for the driver issue is suggested you to offer incentives and a high IOP or a priority access to future rights. Because initially you will have to invest a bit. And then later on, once you have both sides of the market working together, you can just remove the incentives and things could go really well. Okay? So this could be like using chat GPT for getting along with the potential challenges are preparing for them. You can also use chat GPT for post-launch analysis, analyzing user feedback. So you could use chat GPD to identify areas of improvement like after the launch and so on. So you can write this prompt, act as a product manager. Here again, I'm using the Act frees. Suggest the key metrics to track user engagement satisfaction with our ride-sharing apps. New right scheduling feature that will give you the key metrics. So it'll tell you like you can take a look at the adoption rate. Now, what is an adoption rate? It is the percentage of users who have used the right scheduling feature at least once. Okay? Now why you should use this? Why should track this? Because this will help you understand how many users are aware of this feature and even finding it useful. Frequency of use is another good one that you can keep track off. So this metric measures how often users are using this particular feature. And we can track the frequency here. Conversion. So this frequency feature helps you also keep in mind or keep track of if users are using it regularly or they're just onetime use cases, then conversion rate measure the percentage of users who scheduled right after being presented the option to do so. So if conversion rate is good, it means that your marketing copy promotion, and your CTAs are really good. If the conversion rate is bad, you can see your marketing campaign is not that good or there is some issue with the promotions or the CTA is not clear or something like that. You can assess this later on. User feedback. So user feedback, this is, of course, this is one important thing wherein you can get user feedback. You can track it through user surveys and so on. Or you can also have in-app feedback forms. Then you have the retention rate. Using that you can measure the retention rate, which is nothing but the percentage of users who continue to use the right scheduling feature after their initial use. You can use chat GPT to help you with the metrics. And you can even use chat GPT-2, improve the feature launch, like feature launch strategy by iterating and refining your approach based on the feedback and results. Okay? So let's say you get some feedback from your users. So you can use this template here. You can see act as a product manager, recommend adjustments to a ride scheduling features, launch strategy. Based on the following user feedback. You can have the feedback over here. And let's say I have this particular feedback. So feedback that I have. I liked the new ride scheduling feature, but I had difficulty finding it in the app. Also, it would be great if there were some tutorial or a help section to guide users through the process. Okay. So we got an issue here. I can ask open-air to regenerate. Okay. So I believe that is whenever this thing happens, you usually refresh. This happens quite often if you are on a free plan. So you can refresh and you can give the prompt again. So just make sure before refreshing you copy the prompt. Otherwise it won't like you have lost it. So just copy it, refresh and then you piece back and you will get this as an output. So you can see Jack GBD is recommending the following adjustments to our right scheduling features launch strategy. It's asking you to make the feature more visible in the app. You can make use of prominent. More prominent. You can make it more prominent by adding it to the app menu home screen, include a short description of the feature provided tutorial and collect more use of feedback. You can make use of chat GPT to craft a amazing product launch strategy. So you can do great launches with charged GBD. You can plan the launch strategy. You can graph the launch messaging and copy. You can get the marketing materials done like blog post, press releases, social media post and so on. You can get the list of potential challenges that can be foreseen, okay? You can be prepared for it. You can do a post-launch analysis and feedback and you can ask chat GPT to help with how can you measure user engagement satisfaction and the usage in the app? You can even refine and iterate on the feature based on the feedback you get. That's chat GPT, helping you with product launches. 11. Summary: Hello and welcome to the summary lecture. So let us summarize as to what we learned and covered in this course. And let's discuss the key tq of 0s. So we covered what is charged GPD. And we discussed this EI language model that was developed by OpenAI. We explored its capabilities and what are the potential applications that we have in the field of Product Management, which included market research, copywriting, use of lows, crafting e-mails, and so on. We also did the account setup. We understood the interface wherein we went through like what all different elements you have on the dashboard. How can you use prompts and how can you get the replies and inputs from chat GPT. We then discussed the prompts. We discussed the importance of crafting effective prompts for generating accurate and useful responses from chat gbd. We also covered the best practices that you should keep in mind when defining your prompts and you can refine them on the basis of context. You're are the different applications in the field of product management. For chat GPD. You can use chat GPT for market research. You can do competitive analysis, trend identification, feature comparison, and you can use various prompt structures. You can iterate on the prompts to get the desired results and gain, gather insights for your product launch strategy. Then we spoke about the product copywriting, wherein we explored using GPT to create engaging and agreed copy, paste on like different tones. We could include CTAs, we could write height headlines and so on. So we also made use of the act as a prompt. Well then you could start a prompt using act as. And you can tell giant GPT to act as someone. Using this technique, you could generate copy that aligns with your brand's voice and tone. We also worked on generating user flows, wherein we went through the process as to how you can use chat GPD to generate user flows for your product. Now, John GPD can help you map out the user journey. It can help you identify the areas for improvement, hydrating, and refining the prompts. You can actually create a detailed and comprehensive use of flu that can enhance your product experience for your users. Then we spoke about email writing, wherein we learned how you can use chat GPT for communication. You can use it to draw internal, external emails. You can have externally means like customer communication, user interview requests and feedback collection. Here also you can refine tone, branding, target audience, and so on. Then we had Soviet designs. So we discussed how you can use chat GPT to create engaging surveys for collecting user feedback, or to work with your goals and objectives for whichever reason you want to use survey. Lastly, we spoke about product launches when you can use chat GPT to create lawn strategies, press releases, social media content and so on. So this was about chat GPD. I hope I have equipped you all with the necessary information that you need for accelerating your product management workflow with the help of this amazing e i2. So that's about this course and I shall see you all soon. Thank you.