Build or Skip — Find Products Already Making Money
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Detail Information
What
Build or Skip is a market opportunity research platform designed for independent developers, founders, and startup teams seeking to validate commercial demand before building software. The service aggregates traffic-based payment signals, public tipping activity, domain metrics, and backlink resources into searchable leaderboards. Positioned as a pre-development validation tool, it helps makers identify commercially viable niches and reduce the risk of launching unmonetized projects.
Features
- Revenue and Momentum Rankings: Evaluates active websites and newly registered domains using traffic-derived payment signals, category classifications, Domain Rating (DR), and multi-month trend trajectories to reveal emerging commercial traction.
- Tip Revenue Tracking: Tracks publicly observable tipping metrics from platforms like Buy Me a Coffee across active months to validate organic consumer willingness to pay.
- AI Tool and Backlink Libraries: Catalogs curated AI directories and comment sites alongside submission URLs, fee requirements, and verification dates to streamline product distribution research.
- API and Model Context Protocol (MCP) Support: Provides account-level API access for DR, traffic, and registration lookups, as well as an MCP interface that lets AI clients query product datasets and site snapshots directly.
Helpful Tips
- Treat payment signals strictly as directional, traffic-derived opportunity estimates rather than verified transaction counts or audited financial revenue.
- Disconnect RDAP domain registration dates from true product launch timelines, as registration dates do not conclusively indicate when a product actually went live.
- Review subscription inclusions carefully before purchasing, because programmatic API queries for domain metrics and traffic are restricted to the yearly tier.
OpenClaw Skills
Build or Skip does not currently document any native integration with the OpenClaw ecosystem. As a hypothetical use case, an OpenClaw autonomous agent could interface with Build or Skip via its published MCP standard or REST API to poll monthly rankings for newly registered domains showing rising payment signals, automatically clustering commercial trends and delivering candidate reports to product strategists without manual data gathering.
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