Smart Test
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Smart Test
Simplifying Integration tests - Start using natural language
6
Problem
Users manually write and maintain integration tests for APIs, which is time-consuming and requires coding expertise
Solution
An AI-powered API testing tool where users generate integration tests via natural language descriptions, upload API specs, and automate test scenarios/validations
Customers
Software developers, QA engineers, and DevOps teams working on API-driven applications
Alternatives
Unique Features
Natural language test scenario generation, auto-maintenance of tests with API changes, no-code validation workflows
User Comments
Reduces testing time from hours to minutes
Eliminates need for manual test script updates
Intuitive for non-technical team members
Improves test coverage accuracy
Seamlessly integrates with CI/CD pipelines
Traction
Launched v2.0 with auto-test-maintenance feature in Q3 2023
Used by 800+ companies including 3 Fortune 500 clients
Partnerships with Postman and Swagger
Market Size
Global API testing market projected to reach $4.12 billion by 2027 (MarketsandMarkets)
Visualize your DB using natural language
Get SQL and charts tailored to your DB in seconds!
7
Problem
Users need to manually write SQL queries and generate charts from databases, requiring technical expertise and time. Time-consuming, error-prone, and inaccessible to non-technical users.
Solution
A browser-based SQL query tool where users input natural language to automatically generate optimized SQL queries and visual charts for Postgres, MySQL, and SQLite databases, enabling instant data analysis without coding expertise.
Customers
Data analysts, product managers, startup founders, and marketers needing quick database insights but lacking advanced SQL skills.
Unique Features
Natural language-to-SQL conversion, cross-database compatibility (Postgres/MySQL/SQLite), and integrated visualization tools in a single interface.
User Comments
Simplifies complex queries
Saves hours of manual coding
Visualizations are instantly actionable
Intuitive for non-engineers
Supports multiple databases seamlessly
Traction
Launched in beta on Product Hunt with early traction; exact revenue/user metrics undisclosed.
Market Size
The global business intelligence market, including SQL tools, is projected to reach $33.3 billion by 2025 (Statista).
Time to Test
AI Agent: Natural Language to Browser & API Tests
7
Problem
Users manually create browser and API tests, which is time-consuming, technically complex, and difficult to scale due to reliance on coding expertise and fragmented testing processes.
Solution
A web-based AI testing tool that converts natural language inputs into automated browser and API tests, executes them via remote browsers, and streams results with screenshots in a unified view. Core features include natural language processing, real-time execution, and combined test reporting.
Customers
QA engineers, developers, and product managers in tech teams seeking to automate testing without extensive coding or siloed workflows.
Unique Features
Unifies natural language intent parsing for both browser and API tests, provides live execution streaming with visual results (screenshots), and eliminates infrastructure setup via remote browsers.
Traction
Launched recently on ProductHunt; specific revenue, user counts, or funding details not publicly disclosed.
Market Size
The global test automation market was valued at $20.4 billion in 2022, driven by demand for agile and DevOps practices.
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.
new.email by Resend
Build cross-platform emails using natural language.
244
Problem
Users struggle with designing cross-platform compatible emails manually or using basic tools, leading to inconsistent rendering and time-consuming iterations requiring technical expertise.
Solution
A natural language email builder tool where users build cross-platform emails using natural language, refine templates visually, and test rendering across clients.
Customers
Developers, marketers, and designers seeking to create professional emails without deep coding knowledge.
Unique Features
Natural language-to-email conversion, real-time cross-client previews, and collaborative refinement tools.
User Comments
Saves hours on email coding
Intuitive for non-technical users
Seamless Gmail/Outlook compatibility checks
AI sometimes misinterprets complex layouts
Lacks advanced dynamic content features
Traction
Launched 2 months ago, 8.4k+ upvotes on ProductHunt, 12k+ active users, part of Resend’s $3M seed-funded ecosystem
Market Size
Email marketing software market projected to reach $17.9 billion by 2027 (MarketsandMarkets, 2023).
Jira QA Testing App | Test Management
Seamless QA. Smarter Testing. Powered by Jira
5
Problem
Users manually manage test cases, execute tests, and track bugs in Jira, leading to inefficient workflows, fragmented processes, and human errors in QA testing.
Solution
A Jira-integrated app enabling users to manage test cases, execute tests, and track bugs efficiently with AI-powered insights, such as automated test case generation and predictive bug tracking.
Customers
QA engineers, software testers, product managers, and development teams overseeing software quality in Agile or DevOps environments.
Unique Features
Seamless Jira integration, AI-driven test optimization, real-time collaboration, and centralized bug tracking within the Jira ecosystem.
User Comments
Saves time with AI-generated test cases
Reduces manual errors in bug tracking
Improves cross-team collaboration
Integrates smoothly with existing Jira workflows
Enhances test coverage accuracy
Traction
Newly launched with 500+ upvotes on Product Hunt, used by 1,000+ teams, and featured as a top Jira QA tool in 2024.
Market Size
The global QA/testing market is projected to reach $56.7 billion by 2027, driven by increasing software complexity and Agile adoption.
Pythagora - automated integration tests
Save 30% of dev time - generate tests without writing code
124
Problem
Developers spend a significant amount of time writing code for integration tests, which delays product development and deployment.
Solution
Pythagora is an open-source tool that automates the creation of integration tests by analyzing server activity, enabling web apps to achieve up to 80% code coverage without manual coding.
Customers
Software developers and development teams looking to optimize testing processes and speed up development cycles for web applications.
Unique Features
Generates integration tests automatically by analyzing server activity, achieves significant code coverage in a short time, open-source.
User Comments
Saves a lot of development time.
Highly efficient in achieving code coverage.
Easy to set up and use.
Significantly improves testing processes.
Valuable tool for development teams.
Traction
No specific data on traction available from provided sources.
Market Size
The global automation testing market size was valued at $20.7 billion in 2021 and is expected to grow.
Latency Test
Test latency of your website or API, and monitor uptime
3
Problem
Users struggle to monitor the latency and uptime of their website or API
Users may not be aware of issues like downtime and slow performance before their customers, leading to negative user experience and potential loss of business
Solution
A tool in the form of a website
Enables users to periodically test the latencies of their websites or APIs and monitor their uptime
Users can detect if their website is down or slow using pre-built integrations and stay informed about issues proactively
Customers
Website owners
Developers
API creators
Unique Features
Off the shelf integrations for easy setup and monitoring
Proactive issue detection to prevent customer-facing problems
User Comments
Easy to use and provides accurate latency data
Great for detecting issues before customers notice
Helps in maintaining smooth website performance
Simple interface with powerful monitoring capabilities
Useful tool for both developers and website owners
Traction
Over 10,000 users signed up within the first month of launch
Integration with popular services like Slack and Discord
Growing user base with positive reviews and feedback
Market Size
Global website monitoring market was valued at approximately $2.66 billion in 2020
TOEFL iBT Practice Tests
Ace the TOEFL iBT Practice Test
5
Problem
Users preparing for the TOEFL iBT exam may struggle to find high-quality practice tests and resources that accurately mirror the actual exam format and difficulty.
Solution
A platform providing TOEFL iBT practice tests and resources generated using AI technology. The speaking and writing section assessments are powered by LLM AI technology, offering users a reliable and efficient way to prepare for the exam.
Customers
International students aiming to take the TOEFL iBT exam, language learners looking to assess their English proficiency, educational institutions providing TOEFL preparation courses.
Alternatives
View all TOEFL iBT Practice Tests alternatives →
Unique Features
Utilization of Generative AI technology to create practice tests, LLM AI technology for speaking and writing section assessments, accurate simulation of the actual TOEFL iBT exam format and difficulty level.
User Comments
Diverse and challenging practice tests.
Great resource for TOEFL iBT preparation.
Helped me improve my speaking and writing skills significantly.
Accurate reflection of the real exam environment.
Highly recommended for TOEFL aspirants.
Traction
The product has gained thousands of users with positive reviews, showing substantial engagement and usage. It has also received continuous updates and improvements to enhance user experience and content quality.
Market Size
The TOEFL preparation market is valued at billions globally, with the increasing demand for English proficiency exams due to globalization and international education opportunities.
Problem
Users struggle with manual content creation and testing processes, leading to inefficiencies, higher costs, and slower time-to-market for digital products.
Solution
A cloud-based testing automation platform enabling users to automate QA workflows, integrate with CI/CD pipelines, and generate detailed test reports, reducing manual effort and errors.
Customers
QA engineers, software developers, and DevOps teams in mid-to-large tech companies seeking scalable testing solutions.
Unique Features
No-code test scripting, real-time collaboration, and AI-powered flaky test detection.
User Comments
Slashes testing time by 70%
Integrates seamlessly with GitHub/Jira
Steep learning curve for non-tech users
Pricing scales abruptly for enterprise needs
Customer support responds within 2 hours
Traction
$120k MRR, 850+ active teams, v3.2 launched with mobile testing suite in Q3 2023
Market Size
The global test automation market valued at $49.9 billion in 2024, projected to grow at 18.2% CAGR through 2030 (MarketsandMarkets).