Product analytics
Build or Skip
Find products already making money before you build
A product research service that surfaces domains and opportunities using payment signals, rankings, and market data to help developers and startup teams decide
Overview
A look at buildorskip.dev
Build or Skip is a product research platform that helps independent developers and startup teams discover products with commercial signals before building. The service brings together public payment signals, tipping data, site intelligence, and backlink resources to show which products are generating revenue, which are growing, and which deserve closer study.
The platform provides several research tools: a revenue ranking to identify newly registered domains with payment signals, a product revenue ranking filtered by category and payment channel with six-month momentum data, and a tip revenue ranking comparing Buy Me a Coffee amounts and trends. Users can research evidence through payment signals, domain registration dates, traffic data, product categories, and backlink resources.
Build or Skip also offers an API for querying domain rating, registration data, traffic, and homepage data, plus an MCP (Model Context Protocol) interface for AI clients to discover datasets and find products. The service emphasizes that payment signals are research indicators only, not verified revenue or customer counts.
Feature notes
- New site revenue ranking with payment signals and site profiles
- Product revenue ranking filtered by category, payment channel, and registration date
- Tip revenue ranking for Buy Me a Coffee amounts and trends
- Comment backlink library with submission articles and review dates
- AI tool backlink library with submission sites and fees
- API for querying domain rating, registration, traffic, and site data
- MCP support for AI clients with dataset discovery and site snapshots
- Monitor up to 20 public sitemaps (Pro Monthly) or 50 (Pro Yearly)
- Research signals including domain registration, DR, traffic, and product categories
Pricing
Pricing model: Freemium
Free Preview available. Pro Monthly: $19/month. Pro Yearly: $190/year ($15.83/month, includes 2 months free). Pro plans include revenue rankings, tip rankings, backlink libraries, API access (yearly only), unlimited MCP calls, and VIP community access.
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FAQ
- Who is Build or Skip for?
- Build or Skip is for independent developers, startup teams, and website owners. It helps them discover products with commercial signals and research competitors and growth trends before building.
- What can Buy Me a Coffee sites teach me about product opportunities?
- When people can use a product for free yet still choose to tip, it shows the product solves a problem they care about. Voluntary payments are an important signal of strong demand and recognized value, helping identify product directions worth researching.
- How do I use comment backlinks and AI tool backlinks?
- Comment backlinks help find relevant content pages, while AI tool backlinks help find product listing and submission opportunities. Choose resources that fit your site, then follow each website's participation or submission method and check any fees.
- Can I request a correction or removal if my website is listed?
- Yes. If you own the website or are authorized to represent it, email support@buildorskip.dev. After verification, Build or Skip will correct inaccurate information or remove an eligible site from public rankings.
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