Build or Skip

Discover and analyze products already making revenue before building.

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About Build or Skip

Build or Skip is a sophisticated research tool created for independent developers and startup teams aiming to make data-driven product decisions. It aggregates publicly accessible payment data, tipping signals, site intelligence, and backlink analytics to reveal which products are generating actual commercial activity. Instead of relying on guesswork, users can identify products that already have real revenue momentum and assess their staying power through various evidence-based metrics.

The platform offers comprehensive insights including new site revenue rankings, tip income data, backlink libraries, and domain analytics, helping users validate opportunities before investing development time and resources. With additional features such as an API, site monitoring, and an exclusive VIP community, Build or Skip empowers entrepreneurs to start building where market demand is visibly present, reducing the risk associated with untested ideas.

Use Cases

An independent developer researching viable SaaS products by analyzing real-time payment signals to prioritize which ideas to build next.
A startup team monitoring competitor site backlink profiles and domain metrics to understand their growth strategy and identify gaps in the market.
A product manager using the tip revenue rankings to discover trending niche products supported by community tips, enabling targeted feature development.
An entrepreneur leveraging the API to integrate structured site and revenue data into internal dashboards for continuous market opportunity tracking.
A researcher filtering newly registered domains with payment activity to find early-stage products worth investigating before market saturation.

Key Features

Aggregates public payment and tipping revenue signals
Tracks product growth momentum and staying power
Provides backlink and site intelligence for research
Offers new site revenue rankings and product discovery filters
Includes API access and a VIP member community

Pricing

Build or Skip offers a freemium pricing model with a Free Preview giving access to limited data and features. The Pro Monthly plan is priced at $19 per month and unlocks the full suite including access to all revenue signals, the complete tip revenue ranking, comment and AI tool backlink libraries, comprehensive filtering options, site monitoring for up to 20 public sitemaps, unlimited MCP API calls, and membership in a VIP community. The Pro Yearly plan costs $190 billed annually (equivalent to $15.83 per month) and provides the best value with two months free. Pricing is subject to increase after upcoming feature releases, so early subscription helps lock in current rates.

Pros & Cons

Pros

+ Aggregates multiple revenue and backlink data sources for comprehensive product research.
+ Helps validate product opportunities with real, public payment signals rather than just hypotheses.
+ Features API access enabling integration into custom workflows and dashboards.
+ Offers detailed filtering and monitoring tools for fine-grained analysis and trend tracking.
+ Includes community support through an exclusive VIP membership for networking and insights.

Cons

- Payment and tip signals are proxies and not verified revenue or orders, so there's some inherent uncertainty.
- Free tier is limited, requiring subscription for full access to most valuable data and features.
- Interface may have a learning curve for users unfamiliar with backlink and site intelligence tools.
- Primarily geared towards independent developers and startups; may be less suited for large enterprises needing expansive market research.

Frequently Asked Questions

What kind of data does Build or Skip aggregate?

Build or Skip aggregates public payment signals, tipping data from platforms like Buy Me a Coffee, site intelligence including domain registration, traffic metrics, and backlink resources to provide a comprehensive view of product commercial activity.

Is the revenue data shown in Build or Skip verified?

No, the revenue and tip data are based on public signals and proxies, not on verified internal sales data, so they should be used as indicators to guide product research rather than exact financial figures.

Can I access Build or Skip data via API?

Yes, Build or Skip offers an API that allows users to query structured data such as domain ratings, registration details, monthly traffic, and homepage structured data for integration into custom applications or dashboards.

What are the benefits of upgrading to a Pro subscription?

Pro subscribers unlock complete access to all published revenue signal rankings, tip rankings, backlink libraries, advanced filtering, site monitoring capabilities, unlimited API calls, and membership in a VIP community for additional support.

Who is the ideal user of Build or Skip?

Build or Skip is designed primarily for independent developers, startups, and small teams looking to reduce risk by validating product ideas with data-driven insights and public evidence of market demand before building.