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Content Summary
The post discusses a decline in the quality of ChatGPT's output, with users reporting issues such as poor grammar, excessive use of em-dashes, and a lack of originality. Many users are frustrated with its inability to perform basic tasks like counting and are exploring alternatives like Gemini and Claude. Some suggest that training AI with high-quality data is essential for better results, while others argue that AI should not be used for professional writing due to concerns about plagiarism and originality.
Opinion Analysis
Mainstream opinion seems to be that ChatGPT has declined in quality and is no longer as useful for writing tasks. Many users agree that it's overtrained on AI-generated content and lacks originality. There's also a strong belief that AI should not be used for professional writing due to plagiarism concerns. However, some users argue that with proper prompting and training, AI can still be effective. A few suggest that alternatives like Gemini and Claude are better options. There is a debate about whether AI is truly intelligent or just a statistical model, and whether it should be called 'AI' at all.
SAAS TOOLS
| SaaS | URL | Category | Features/Notes |
|---|---|---|---|
| ChatGPT | https://www.chatgpt.com | AI Writing Assistant | Declined quality, overtrained on AI output, em-dash abuse, soulless output |
| Gemini | https://workspace.google.com | AI Assistant | Included in Google Workspace, better search and thinking capabilities |
| Invent | https://www.useinvent.com | AI Model Comparison | Allows testing of different models in one app |
| Storyboard-Platform | https://www.storyboard-platform.com | Content Creation Tool | Suggested as an alternative to ChatGPT |
| Deepseek | N/A | AI Research | Explained the 'Illusion of Competence' concept for LLMs |
USER NEEDS
Pain Points:
- Declining quality of ChatGPT outputs
- Overtraining on AI-generated content leading to poor writing
- Em-dash abuse and soulless tone
- Inability to count or follow simple instructions accurately
- Difficulty in generating high-quality, original content
- Concerns about plagiarism and originality
Problems to Solve:
- Need for more accurate and reliable AI writing tools
- Desire for AI that can generate unique and creative content
- Need for better training data and prompt engineering
- Wanting to avoid AI-generated content that sounds generic or corporate
Potential Solutions:
- Using alternative models like Gemini or Claude
- Training AI with fresh, high-quality customer data
- Using platforms like Invent to compare models
- Implementing better prompt engineering and multiple iterations
GROWTH FACTORS
Effective Strategies:
- Providing free trials or guest sessions to attract users
- Offering integration with existing workspaces (e.g., Google Workspace)
- Focusing on niche use cases and specific industries
Marketing & Acquisition:
- Word-of-mouth and community feedback (e.g., Reddit discussions)
- Highlighting unique features compared to competitors
Monetization & Product:
- Free tier with limited functionality to attract users
- Paid versions may not offer significant improvements over free tiers
- Users expect high-quality, original content from AI tools
User Engagement:
- Building communities around AI usage (e.g., Reddit threads)
- Encouraging user experimentation and sharing of experiences
- Providing tools that allow comparison of different AI models