Building practical data extraction tools for research, market intelligence, and business automation.

My projects focus on turning accessible web information into structured, usable datasets.

Areas of interest include:

• Marketplace Data — Seller, product, listing, and marketplace research.
• E-commerce Intelligence — Structured data for product research and competitive analysis.
• Workflow Automation — Tools that reduce repetitive data collection and processing work.
• API & Data Integration — Machine-readable output for integration with analytics and other applications.

I focus on practical functionality rather than unnecessary complexity.

My priorities are:

• Clear input and output formats
• Transparent documentation and limitations
• Consistent, structured results
• Reasonable operating costs
• Ongoing improvements based on user feedback

If you encounter a problem with one of my Actors, please open an issue on the relevant Actor page.

Bug reports, feature requests, and suggestions are welcome.

These tools are independently developed and are not affiliated with the third-party platforms they analyze.

Data availability, coverage, and performance depend on each Actor's documented capabilities and the accessibility of its sources.