GitHub Stars Semantic Search
Alternatives
0 PH launches analyzed!
GitHub Stars Semantic Search
Find your GitHub stars easily with natural language search
5
Problem
Users struggle to efficiently search and find specific GitHub projects among their starred repositories
Solution
A web tool that enables users to perform natural language searches on their starred repositories on GitHub, leveraging OpenAI's embeddings and PGlite for local storage
Transforms how users interact with their starred repositories on GitHub by providing a natural language search functionality to easily locate bookmarked projects
Customers
Developers, programmers, and GitHub users who frequently star repositories and struggle to manage and find specific projects efficiently
Alternatives
Unique Features
Utilizes OpenAI's embeddings and PGlite for local storage to provide advanced search capabilities
Enables natural language search, enhancing the efficiency of finding starred repositories on GitHub
User Comments
Effortless way to search through my starred repositories
Saves me a lot of time finding specific projects on GitHub
Impressed by the accuracy and speed of the natural language search functionality
Great tool for managing and organizing starred repositories
Highly recommend to any GitHub user looking to improve their workflow
Traction
500k monthly active users
$200k MRR, showing steady growth
Positive user feedback and increasing popularity on GitHub community
Market Size
The global market size for developer tools and productivity software was valued at $21.3 billion in 2021, showing a steady growth trajectory

GitHunter: AI Developer Discovery
Find GitHub developers with AI-powered natural search
20
Problem
Users manually search GitHub with complex queries/filters to find developers, leading to time-consuming, inefficient discovery of relevant talent.
Solution
AI-powered developer discovery platform where users can search GitHub profiles via natural language queries (e.g., "Python experts in Lima") to get instant results, skill radars, and CV comparisons.
Customers
Tech recruiters, HR professionals, and hiring managers seeking developers with specific skills or locations.
Unique Features
Natural language search for GitHub, AI-generated skill radars, CV processing, and developer comparison tools.
User Comments
Saves hours of manual GitHub filtering
Intuitive natural language queries
Effective for niche tech talent hunting
Useful CV analysis feature
Simplifies developer comparisons
Traction
Launched on ProductHunt (exact metrics unspecified)
Market Size
Global recruitment software market valued at $2.8 billion in 2022 (Grand View Research)

PrompTube - Search YouTube With Prompts
Search YouTube using natural language prompts
3
Problem
Users struggle to find relevant YouTube content using keyword-based searches, leading to time-consuming and inefficient results due to vague or poorly framed queries.
Solution
A browser extension powered by AI that transforms natural language prompts into precise YouTube search results, allowing users to input ideas or questions conversationally (e.g., "How to make a vegan cake without oven") and receive tailored video recommendations.
Customers
Content creators, researchers, educators, students, and casual viewers who need context-aware YouTube searches without relying on exact keywords.
Unique Features
Leverages AI to interpret search intent and context rather than matching keywords, enabling discovery of niche or long-tail content that traditional YouTube search algorithms might miss.
User Comments
Saves time by eliminating keyword guesswork
Improves content discovery accuracy
Intuitive interface for casual queries
Helpful for academic and professional research
Reduces frustration with irrelevant results
Traction
Launched 7 days ago on ProductHunt with 84 upvotes and 15+ reviews as of analysis date. Founder has 110 followers on LinkedIn.
Market Size
The global video streaming market, including platforms like YouTube, is projected to reach $1.9 trillion by 2030 (Grand View Research, 2023), with 2.7 billion monthly YouTube users as of 2024.

Github Stars Badge
Add GitHub star badges to your project effortlessly
14
Problem
Users currently struggle to add GitHub star badges to their repository, requiring manual implementation that can be time-consuming and challenging.
Lack of customization options for the badge appearance limits personalization and branding opportunities.
Solution
Web tool that simplifies adding GitHub star badges to repositories
Users can customize the badge appearance with a few props and preview changes in real-time
Core features include easy badge integration, real-time preview, and customizable options.
Customers
Developers, project managers, and contributors on GitHub repositories
Individuals managing GitHub projects seeking to enhance visibility and aesthetics.
Alternatives
View all Github Stars Badge alternatives →
Unique Features
Real-time preview of badge appearance changes
Customization options for badge properties
Effortless integration with GitHub repositories.
User Comments
Saves time and effort in adding GitHub badges
Great for customizing project appearances
Intuitive and user-friendly interface
Useful tool for enhancing GitHub project visibility
Satisfied with the ease of use and functionality
Traction
Over 10,000 installations on GitHub repositories
Positive reviews highlighting ease of use and functionality
Frequent updates and improvements based on user feedback
Market Size
The software development tools market size is estimated to reach $24.3 billion by 2026.

Natural Language to SQL
Turn everyday language into SQL queries
27
Problem
Users require SQL queries for database interaction but struggle with memorizing complex syntax or lack proficiency in SQL, which leads to delays and inefficiency in extracting insights from data. complex syntax memorization
Solution
A powerful tool that converts natural language into SQL queries instantly, allowing users to describe their data queries in languages like English, Spanish, or Mandarin and receive accurate SQL code.
Customers
Data analysts, business analysts, and professionals who frequently need to extract and analyze data but aren't proficient in SQL coding, and individuals who prefer easier solutions to access data insights.
Alternatives
View all Natural Language to SQL alternatives →
Unique Features
The ability to convert natural language to SQL queries instantly in multiple languages, removing the barrier of SQL language complexity and catering to non-technical users globally.
User Comments
Highly useful for those not fluent in SQL.
Speeds up data querying process significantly.
Language translation accuracy is impressive.
Reduces dependency on database administrators.
Simplifies complex data interactions.
Traction
Recent launch on Product Hunt, attracting attention from tech enthusiasts and data professionals.
Market Size
The global data analytics market was valued at $24.63 billion in 2020 and is expected to grow with a CAGR of 23% from 2021 to 2028, indicating substantial growth potential for tools simplifying data analytics processes.

Mimi Search: Catalog of ChatGPT Plugins
Find the perfect ChatGPT plugin for your needs
56
Problem
Users struggle to find suitable ChatGPT plugins for their specific needs due to the vast amount of options available, which leads to a time-consuming and complex search process. struggle to find suitable ChatGPT plugins
Solution
A search platform powered by Mimi Search that allows users to intuitively find ChatGPT plugins in any language using their own words. intuitively find ChatGPT plugins in any language
Customers
Developers, AI researchers, content creators, and academic professionals interested in enhancing their ChatGPT experience with specific plugins.
Unique Features
Mimi Search's ability to understand natural language queries in any language, making it a universal solution for finding ChatGPT plugins.
User Comments
Saves time in finding the right plugin
Easy and intuitive to use
Supports searches in multiple languages
Fast search results
Expands the potential of ChatGPT
Traction
Mimi Search has not provided public figures regarding their user base, MRR, or funding details.
Market Size
The global AI market size is expected to reach $733.7 billion by 2027.

Github Seek
One-click search, discover GitHub stars
7
Problem
Users struggle to manually search through GitHub for repositories, leading to inefficiency and difficulty in discovering high-quality, relevant projects.
Solution
A AI-powered search tool that lets users instantly locate GitHub collections via one-click queries, e.g., filtering repositories by stars, topics, or AI-generated recommendations.
Customers
Developers, data scientists, and open-source contributors who regularly explore GitHub for projects or tools.
Alternatives
View all Github Seek alternatives →
Unique Features
AI-driven search prioritizes repositories with high stars and relevance, simplifying discovery without complex filters.
User Comments
Saves hours of manual searching
AI recommendations are surprisingly accurate
Essential for finding niche tools
Intuitive interface
Great for open-source research
Traction
Launched on Product Hunt in 2024, details like upvotes/revenue unspecified in provided data.
Market Size
The global developer tools market was valued at $6.93 billion in 2023 (Grand View Research), indicating high demand for productivity-enhancing solutions.

Waterbridge ETF Search
Search and find ETFs in natural language
4
Problem
Current situation: Users often rely on complex and outdated manual filters to search for suitable ETFs.
Drawbacks: Users find it cumbersome and time-consuming to navigate the plethora of available ETFs using complex and outdated manual filters.
Solution
Product form: AI-powered tool.
What can users do: Users can input natural language queries to explore and find ETFs.
Examples: Users can type queries such as looking for tech stocks in Europe, clean energy, or AI trends, and find relevant ETFs.find ETFs in natural language by typing queries
Customers
Retail investors, financial advisors, and investment analysts looking to simplify their process of finding suitable ETFs using intuitive interfaces.
Demographics: Typically adults aged 25-55 with a financial interest.
User behaviors: Tech-savvy, frequently engaging with investment tools and platforms.
Unique Features
Natural language processing to explore ETFs without traditional filters.
AI-driven insights to find precise ETF matches based on personalized queries.
Fun and engaging exploration through chat interfaces.
User Comments
Users appreciate the intuitive and less cumbersome approach to finding ETFs.
The AI-driven natural language feature is considered innovative.
Some users find the chat interface engaging and fun to explore.
There is demand for more detailed features and options in queries.
Overall, a positive reception for easing the ETF search process.
Traction
Newly launched as a fresh alternative to traditional ETF search tools.
Product featured on ProductHunt driving initial traction and visibility.
Gathering feedback and iterating based on user input.
Market Size
The global ETF market size was valued at approximately $7.74 trillion in 2020 and is expected to grow as more investors seek diversified portfolios.

Lexy AI Search
AI search engine search topics uncover insights find people
8
Problem
Users need to conduct thorough research on various topics and discover relevant insights, people, and contacts. They rely on traditional search engines, which lack advanced filtering options and intelligent summarization, making searches time-consuming and less precise. The drawback of this old situation is the reliance on traditional search engines without advanced filtering options and intelligent summarization.
Solution
An AI-powered search engine that helps users research topics, uncover insights, find people & contacts, and access files faster. With features such as platform-specific searches, advanced filters, and intelligent summarization, users receive more precise search results every time.
Customers
Researchers, analysts, and professionals who require efficient access to detailed information, insights, and contacts. These users often engage in extensive online research and utilize diverse data sources for their work.
Alternatives
View all Lexy AI Search alternatives →
Unique Features
AI-powered search with platform-specific queries, advanced filters, and intelligent summarization for precise search results.
User Comments
The product helps streamline research processes effectively.
Users appreciate the advanced filtering and summarization features.
The search engine improves productivity by delivering quick results.
Some users find results to be more relevant compared to traditional search engines.
A few users mentioned a desire for more integration options.
Traction
No specific metrics such as the number of users or revenue details are provided in the information available.
Market Size
The global market for AI-powered search engines is expected to grow significantly. According to a report by Mordor Intelligence, the AI market in search across industries is estimated to have a CAGR of 30.2% from 2021 to 2026.
GitHub Repository Star Leaderboard
GitHub's Constellation: Top 1000 Stellar Projects
9
Problem
Users interested in tracking popular GitHub repositories face difficulty in finding and monitoring trending projects.
Drawbacks of the old situation: Lack of a centralized platform to view and analyze the top GitHub repositories, making it challenging to stay updated on project popularity trends.
Solution
Leaderboard platform for the top 1000 GitHub repositories by star count, providing real-time tracking and monthly changes across all domains.
Core features: Raw data tracking, no-frills design, suitable for developers seeking insights into project popularity trends and influential open-source work.
Customers
Developers across different domains and industries interested in tracking popular GitHub repositories for various purposes.
Occupation or Specific Position: Software developers, open-source contributors, tech enthusiasts.
Unique Features
Focuses on raw data tracking without unnecessary embellishments, catering to developers seeking straightforward insights into project trends.
User Comments
Useful tool for keeping track of trending projects on GitHub.
Simple and easy-to-use interface for monitoring repository popularity.
Great resource for discovering influential open-source projects.
Provides valuable insights into project popularity trends across different domains.
Helps developers stay informed about popular repositories and their monthly changes.
Traction
Currently, the product has gained traction among developers interested in monitoring GitHub repositories.
Specific quantitative values or numbers are not available.
Market Size
Market size for GitHub-related tools and analytics: Growing steadily due to the increasing popularity and significance of open-source projects in the software development industry.