Before Users Do vs Anything API
Side-by-side comparison of features, pros & cons, pricing, and community votes (2026).
🏆 Anything API leads with 672 upvotes

Browser-backed QA for coding agents
Before Users Do is an innovative QA tool designed for developers and product teams seeking thorough testing of their web applications. It enhances your coding agents with browser-backed QA capabilities via MCP, allowing AI to execute test flows, gather console logs, network data, and other evidence. Users can choose between structured test paths or freestyle mode, enabling interaction through clicking, talking, drawing, and recording. Additionally, the platform offers a unique feature where you can hire real testers—using cash or QA credits—to perform testing, record sessions, provide transcripts, screenshots, notes, and detailed findings. This combination of automated and human testing makes it a versatile solution for ensuring web app quality and user experience. Its integration with MCP streamlines test management, making it accessible and efficient for teams aiming to improve their software quality with minimal hassle. With a free plan available, Before Users Do appeals to both startups and established teams looking for reliable, browser-backed QA tools.
Pros
- Integrates AI-driven automated testing with real human testers
- Supports both structured and freestyle testing modes
- Collects comprehensive evidence including console logs, network data, screenshots, and recordings
- Seamless MCP integration for streamlined test management
- Offers a free plan for initial exploration
Cons
- Voter engagement on ProductHunt is currently low, indicating limited community feedback
- Potential learning curve for configuring and utilizing freestyle testing modes
- Pricing details are not explicitly provided, which may affect budgeting decisions
Best for
- • QA testing for web applications during development cycles
- • User experience testing through real human testers
- • Automated flow testing combined with manual exploration
- • Gathering detailed evidence for bug reports and UX analysis
Pricing: Pricing not verified

Any website. We deliver the API.
Anything API is an innovative platform that bridges the gap for websites lacking public APIs. It empowers users to convert their browser-based interactions into robust, production-ready APIs without extensive coding. By simply describing the task, users can have custom functions built that directly call the target website, enabling seamless integration and automation. These custom API endpoints can be deployed serverless, scheduled via Cron, or accessed through standard API calls, making it highly versatile for developers, automation enthusiasts, and businesses seeking to extend functionality of web services. Its unique approach of translating manual browser work into programmable endpoints distinguishes it from traditional API providers, offering a flexible solution for accessing data or automating tasks on virtually any website.
Pros
- Transforms any website into a custom API without coding
- Flexible deployment options including serverless and scheduled tasks
- User-friendly task description process simplifies API creation
- Supports automation and integration with existing systems
- Highly versatile for various web scraping and data extraction needs
Cons
- Limited details on pricing structure and plans
- Potential challenges with highly dynamic or complex websites
- Reliance on agent-generated functions may require occasional updates
Best for
- • Extracting data from websites lacking public APIs
- • Automating repetitive browser tasks through API calls
- • Building integrations for custom web workflows
- • Monitoring website changes or content updates
Pricing: Likely operates on a pay-as-you-go or subscription-based model, with possible tiered plans depending on usage volume and features. Specific pricing details are not publicly disclosed, suggesting a custom or variable pricing approach.