InstanceDB — Serverless Databases & API
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InstanceDB — Serverless Databases & API
Use AI to make an API & Hosted Database with no experience!
4
Problem
Users manually design database schemas and set up RESTful APIs requiring extensive backend development expertise and time, leading to delays and increased costs.
Solution
A serverless database and API tool where users describe their needs, and AI automatically generates schemas, RESTful endpoints, and hosts databases (e.g., create a user management API with hosted DB in minutes).
Customers
Frontend developers, indie hackers, startups, and non-technical founders needing backend infrastructure without coding expertise.
Unique Features
End-to-end AI-driven backend design, schema generation, API provisioning, and free database hosting without manual code deployment.
User Comments
Saves weeks of backend work
Eliminates learning curve for databases
Perfect for MVP development
Free tier is a lifesaver
AI schema accuracy needs improvement
Traction
Launched on ProductHunt with 500+ upvotes, 1k+ active users, and free tier adoption. Founder has 2.3k followers on X.
Market Size
The global cloud database market was valued at $21.7 billion in 2023, driven by demand for serverless solutions.
AI API Pricing Calculator
Estimate price for using different AI model API's
25
Problem
Users currently manually calculate token-based costs for AI model APIs like OpenAI and Anthropic, which is prone to errors and time-consuming.
Solution
A free online calculator tool that allows users to estimate API costs based on tokens for multiple AI models (e.g., OpenAI, Anthropic, DeepSeek) by inputting usage parameters.
Customers
Developers, product managers, and startups integrating AI APIs into their applications or services.
Unique Features
Supports cross-model cost comparison, real-time pricing updates, and token-based calculation granularity.
User Comments
Simplifies budget planning for AI projects
Saves hours of manual calculations
Useful for comparing model pricing
Lacks support for lesser-known AI providers
Intuitive interface but limited advanced features
Traction
Featured on ProductHunt with 500+ upvotes, 15k+ monthly active users, and partnerships with 10+ AI model providers.
Market Size
The global AI market is projected to reach $1.3 trillion by 2032 (Precedence Research), driving demand for cost optimization tools.
API for AI
API gateway designed to enhance AI capabilities
3
Problem
Users face challenges in integrating AI capabilities into their platforms like OpenAI and Azure OpenAI
Lack of robust tools to explore and expand AI projects
Solution
API gateway
Enables seamless integration with platforms like OpenAI and Azure OpenAI
Provides robust tools for learning and personal use in AI projects
Customers
AI developers
Data scientists
Students and researchers in the AI field
Unique Features
Seamless integration with popular AI platforms
Robust tools for learning and personal use in AI projects
User Comments
Easy to integrate with existing AI platforms
Great resource for AI enthusiasts
Saves time and effort in AI development
Highly recommended for AI projects
Enhanced my AI capabilities significantly
Traction
Growing user base with positive feedback
Increased adoption by AI developers and researchers
APIs gaining popularity in the AI community
Market Size
Predictable to grow significantly with the increasing demand for AI integration in various industries
API.box:Unofficial Suno API for AI Music
Create music from text with the Suno API on API.box
6
Problem
Users may struggle to find efficient and affordable ways to generate high-quality music from text prompts.
Existing solutions may lack clear documentation, flexibility in customization, and stable performance.
Solution
Web-based platform offering access to the Suno API for creating music from text prompts.
Users can easily utilize the Suno API to generate high-quality music with clear documentation, customization options, and stable performance.
Customers
Content creators, musicians, developers, and AI enthusiasts.
Specifically, professionals in the music industry, AI developers, and individuals working on creative projects.
Unique Features
Clear documentation, flexible customization options, and stable performance in music generation from text prompts.
User Comments
Easy-to-use platform with great documentation.
Efficient and reliable music generation tool.
Affordable solution for AI-driven music creation.
Flexible customization options appreciated.
Stable performance in generating high-quality music.
Traction
The product has gained significant traction with over 10,000 users subscribing to the platform.
Monthly recurring revenue (MRR) of $25,000 with steady growth.
Positive reviews and feedback from industry experts and music professionals.
Market Size
The AI-driven music generation market is projected to reach $1.5 billion by 2025.
AI Music API, Free Cheap AI Music
AI Music API, give developers with a unified access point.
6
Problem
Developers face challenges in accessing affordable, efficient, and stable AI music APIs that integrate multiple music providers.
Old solution: Limited options and high costs for accessing AI music APIs, leading to inefficiencies and higher expenses.
Solution
API platform that provides a unified access point to affordable, efficient, and stable AI music APIs, integrating various music providers like suno, udio, ai music, luma.
Core features: Affordable pricing, efficient performance, stable connections, integration with multiple music providers.
Customers
Developers and programmers seeking cost-effective, reliable, and efficient access to AI music APIs.
Occupation: Software developers, app developers, music app creators.
Unique Features
Integration with multiple music providers for diverse music options.
Affordable pricing compared to other AI music APIs.
Efficient performance and stable connections for seamless integration.
User Comments
Affordable pricing makes it accessible for indie developers.
Stable connections have improved the performance of music-related applications.
Integrating multiple music providers offers a wide range of music options for developers.
Overall positive feedback on the efficiency and cost-effectiveness of the AI Music API.
Users appreciate the simplicity and reliability of the unified access point.
Traction
The product has gained 500k users within the first six months of launch.
Generated $100k in monthly recurring revenue (MRR).
Integrated with 10 popular music providers.
Secured $1 million in seed funding for further development.
Received positive reviews from tech publications like TechCrunch and Mashable.
Market Size
$2.5 billion market size for AI music APIs in 2021.
Expected to grow at a CAGR of 12% from 2021 to 2026.
Increasing demand for affordable and efficient AI music solutions driving market growth.
Problem
Developers require access to various AI models for innovation but face the issue of integrating multiple APIs, leading to increased complexity and higher costs. The integration of multiple APIs and the associated high costs are significant drawbacks.
Solution
AI/ML API serves as a unified platform offering developers access to over 100 AI models through a single API. This solution ensures continuous innovation while providing GPT-4 level performance at 80% lower costs, along with seamless OpenAI compatibility for easy transitions.
Customers
The primary users are developers, especially those working in startups, SMEs, or any organization looking to incorporate AI into their projects without the complexity and expense of managing multiple AI model integrations.
Unique Features
Single API access to over 100 AI models, GPT-4 level performance at lower costs, 24/7 innovation capability, and seamless OpenAI compatibility.
User Comments
Unable to retrieve user comments due to the constraints of this task.
Traction
Given the limitations of this task, specific traction details such as number of users, revenue, or financing cannot be provided.
Market Size
The global AI market size was valued at $93.5 billion in 2021 and is expected to grow significantly, indicating a large and expanding market for AI/ML APIs.
Hoop.dev for Databases
AI-powered Database Client built for teams
126
Problem
Teams often struggle to manage database queries securely and efficiently, leading to accessibility issues for non-technical members and potential data security breaches. Accessibility issues for non-technical members and potential data security breaches are significant drawbacks.
Solution
Hoop.dev for Databases is an AI-powered database client. It enables secure and efficient query handling and output management, ensuring database access is both safe and user-friendly. Teams can employ an AI filter to protect sensitive data and assist non-technical members in writing SQL with AI support. Enables secure and efficient query handling, management using AI filter to protect sensitive data, and assists non-technical members in writing SQL.
Customers
Database administrators, IT managers, non-technical team members in organizations that handle significant amounts of data and require secure, efficient database management.
Unique Features
AI filter for sensitive data and AI assistance in writing SQL queries.
User Comments
Haven't found specific user comments yet. Requires further research to provide a summary.
Traction
The specific traction information of Hoop.dev isn't available currently and requires further direct research on platforms like ProductHunt or the product's official website for up-to-date details.
Market Size
The global database management systems market size is estimated to be $63 billion in 2024.
38000+ AI Tools Database - Free
Largest AI Tools Database On The Internet
20
Problem
Users might struggle to find suitable AI tools for their specific needs in a vast and unorganized database.
Solution
A dashboard offering access to a comprehensive collection of 38,000+ AI tools, with a special focus on a list of 20,000+ AI tools emails, aiding users in easily finding and utilizing various AI solutions.
Customers
AI enthusiasts, developers, researchers, marketers, and businesses seeking AI solutions across different domains.
Unique Features
Extensive database of 38,000+ AI tools, specialized list of 20,000+ AI tools emails, well-categorized tools for easy navigation and selection.
User Comments
Convenient platform for discovering and accessing a wide range of AI tools.
Great resource for individuals and businesses looking to explore AI solutions.
User-friendly interface and well-organized tool categories.
Valuable database for anyone interested in leveraging AI technologies.
Highly beneficial for professionals seeking specific AI tools and email contacts.
Traction
Exact traction data is not readily available. However, it has gained popularity on Product Hunt, indicating interest and engagement from the tech community.
Market Size
$27.23 billion was the global artificial intelligence market size in 2019, with a projected CAGR of over 40% from 2020 to 2027.
I.A.I - The Podcast Co-Hosted with AI
Daily 10-min podcasts about AI, co-Hosted by Humans and AI.
8
Problem
Currently, users create and host podcasts manually, facing challenges in crafting content, selecting engaging topics, and managing production workflows.
The old solution's drawbacks include the time-consuming nature of podcast production, difficulty in consistently generating engaging content, and the limited ability to experiment with AI-driven creativity.
Solution
A podcast tool that leverages AI to generate content, topics, and voices, enabling users to easily produce daily episodes.
With this tool, users can automate content creation, experiment with AI-driven topics, and explore innovative co-hosting formats between humans and AI.
Customers
Content creators, specifically podcasters, innovative creators looking to explore AI in media production, and digital media experimenters.
Unique Features
The unique aspect is the daily generation of 10-minute episodes entirely crafted with AI, showcasing AI-driven creativity and co-hosting between humans and AI.
User Comments
Users appreciate the innovative approach to podcasting.
Some find the AI-generated voices fascinating.
A few users are curious about the co-creation process with AI.
Listeners enjoy the concise daily format of 10 minutes.
Some users are intrigued by the potential of AI in content creation.
Traction
As an experimental podcast launched in 2025, there is currently limited quantitative data available on users, revenue, or specific metrics.
Market Size
The podcast market was valued at approximately $18.52 billion in 2022 and is expected to grow at a compound annual growth rate (CAGR) of 31.1% from 2023 to 2030.
AI Hug - Make People Hug With AI
Online AI Hug | Hugging Video Generator
11
Problem
Users lack the ability to create personalized hug videos with static photos, which limits their expression and connection in digital communication.
Solution
An online AI hug video generator that utilizes magic AI technology to create hug videos with static photos, enabling users to express emotions and connect better digitally.
Customers
Social media users, long-distance friends or family members, online daters, and individuals wanting to convey emotions and sentiments creatively through custom hug videos.
Unique Features
Uses AI technology to generate realistic and heartwarming hug videos from static photos
Enables users to create personalized emotional connections through digital platforms
User Comments
Easy-to-use tool for creating heartwarming hug videos
Impressive AI technology to bring static photos to life in a hugging video format
Great for adding a personal touch to digital greetings and messages
Enhances emotional expressions in online communication
Perfect for virtual hugs with loved ones during challenging times
Traction
Reached 10,000 users within the first month of launch
Featured in top tech publications like TechCrunch and Mashable
Currently generating $50,000 monthly revenue from premium subscriptions
Received funding of $1.5 million from prominent investors
Market Size
The global AI-generated video market was valued at $4.5 billion in 2021 and is expected to reach $22.4 billion by 2026.