Improve ChatGPT for new users

Question

How would you improve ChatGPT for power users? Walk through your product thinking process.

Codemia · Accepted Answer

To improve ChatGPT for new users at TikTok, we need to define the specific challenges they face when interacting with the AI. New users often struggle with understanding how to effectively utilize ChatGPT's capabilities, leading to low engagement and satisfaction. The scope of the problem includes identifying barriers to entry for these users, such as lack of familiarity with AI-driven conversations, inadequate onboarding processes, and insufficient contextual understanding. We should focus on enhancing user onboarding and providing tailored experiences that guide new users in their interactions.

Our primary users are new TikTok users who may not have prior experience with AI tools. These users value quick and intuitive interactions that enhance their creativity and content creation process. It's crucial to understand that TikTok's user base is diverse, with varying levels of tech savviness. For new users, it's essential to create a seamless and engaging experience that demystifies ChatGPT, making it feel accessible rather than intimidating. This demographic tends to prefer visual and interactive content, so our solution should align with TikTok's overall user experience.

I recommend developing an interactive onboarding tutorial specifically for new users that introduces ChatGPT's capabilities within the TikTok ecosystem. This could include: 
1. **Guided Conversations**: Sample dialogues that illustrate how to ask questions effectively. 
2. **Visual Prompts**: Incorporating TikTok-style video snippets that demonstrate use cases for ChatGPT in content creation, such as brainstorming ideas or generating captions. 
3. **Gamification**: Incentivizing users to complete onboarding tasks with rewards (e.g., badges or tokens) that can be used within the TikTok platform. This approach not only educates new users but also encourages engagement and retention.

To measure the success of this onboarding improvement, we should track the following metrics:  
1. **Onboarding Completion Rate**: Percentage of new users who complete the tutorial.  
2. **User Engagement**: Frequency of ChatGPT usage in the first month after onboarding.  
3. **Retention Rate**: Percentage of new users who return to TikTok after the first week.  
4. **User Satisfaction Score**: Post-onboarding survey feedback focusing on ease of use and understanding of ChatGPT.  
5. **Content Creation Rate**: Increase in the number of videos created by users who engaged with ChatGPT during onboarding.

Key trade-offs to consider include:  
1. **Development Time vs. User Experience**: While creating an engaging onboarding experience is crucial, it may require significant development resources and time. We need to find a balance between a rich experience and a timely launch.  
2. **Complexity vs. Simplicity**: There's a risk that a feature-rich onboarding experience could overwhelm new users. We must prioritize clarity and simplicity in tutorials to ensure they remain accessible.  
3. **Personalization vs. Scalability**: Tailoring the onboarding process for various user segments may yield better engagement but can complicate the development and maintenance of the feature. We need to determine the right level of customization that balances effectiveness and resource allocation.

Improve ChatGPT for new users

TikTok

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