Build or Skip

Rank products by real payment signals before you spend months building anything.

Intermediate API
Screenshot of Build or Skip, Rank products by real payment signals before you spend months building anything

What is Build or Skip?

Build or Skip is an analytics tool. Build or Skip ranks products by public payment and tipping signals, helping indie hackers and startup teams spot commercial momentum before committing to a new build.

Build or Skip is a research tool for people deciding what to build next. Instead of starting from a blank idea, it surfaces products that already show signs of commercial activity: public payment signals, Buy Me a Coffee tipping data, domain registration details, and backlink resources are pulled together into rankings that can be filtered by product area, payment channel, domain rating, and registration date. The goal is to let a builder see which products are gaining traction, which are fading, and which deserve closer study before committing time to a similar idea. The tool is aimed at independent developers, indie hackers, and small startup teams who want evidence before they write code. Rather than relying on anecdotal trend spotting or generic keyword tools, it treats payment and tipping activity as a proxy for demand, on the logic that people who voluntarily pay for something (especially when a free option exists) are signaling real value. In practice, the workflow follows three steps: find candidates through the revenue or tip rankings, read six month momentum and consistency trends for each one, then decide whether to build, watch, or skip. Supporting features include sitemap monitors and keyword monitoring to track a site over time, a comment backlink library and an AI tool backlink library for finding content and submission opportunities, and an API plus MCP integration for pulling site data (domain rating, registration date, traffic, structured homepage data) into other workflows. Compared to general market research or SEO tools, Build or Skip is narrower and more mechanical: it does not interview customers or analyze reviews, it ranks observable payment and tip signals. That makes it a starting filter for opportunity discovery rather than a substitute for direct customer validation, and the site repeatedly frames its numbers as research signals, not verified revenue.

How do you use Build or Skip?

  1. 1Browse the revenue ranking
    Start on the revenue ranking page to see new and established sites filtered by product area, payment channel, domain rating, and registration date.
    Build or Skip — Browse the revenue ranking
  2. 2Check tip based opportunities
    Review the public tip revenue ranking to compare Buy Me a Coffee amounts, active months, and six month trends for tipped products.
    Build or Skip — Check tip based opportunities
  3. 3Study backlink resources
    Open the backlink leaderboard to review comment articles and AI tool directories tied to each candidate domain.
    Build or Skip — Study backlink resources
  4. 4Set up ongoing monitoring
    Add a sitemap monitor and a keyword monitor for products worth tracking over time rather than a one time look.
    Build or Skip — Set up ongoing monitoring
  5. 5Connect data through API or MCP
    Use the account API or MCP integration to pull domain rating, traffic, and site snapshot data into an existing research workflow.
  6. 6Upgrade when a signal is worth following
    Move from Free Preview to a Pro Monthly or Pro Yearly plan to unlock full rankings, filters, and unlimited MCP calls.
    Build or Skip — Upgrade when a signal is worth following

Pros and cons

Pros

  • Combines payment signals, tip data, and backlink resources into one research workflowAI
  • Six month momentum tracking shows whether a product's traction is rising or fadingAI
  • API and MCP access let technical users pull ranking and site data into their own toolsAI
  • Backlink libraries double as submission resource lists for launching a new productAI
  • Free Preview tier allows testing the ranking data before paying for ProAI

Cons

  • Payment and tip figures are explicitly estimates, not verified orders, revenue, or customer countsAI
  • Full rankings, filters, and backlink libraries are locked behind the $19/month Pro planAI
  • Data freshness varies by source, with only comment and AI tool backlinks updating dailyAI
  • Pricing is stated to increase after the next feature release, creating uncertainty for new subscribersAI
  • No mobile or desktop apps are mentioned, limiting use to the web platformAI

How much does Build or Skip cost?

Pricing

Pro Monthly costs $19 per month; Pro Yearly costs $190 billed annually ($15.83 per month). Both unlock full revenue and tip rankings, backlink libraries, all filters, and MCP access; the yearly plan adds unlimited API access and more sitemap monitors. Pricing is stated to rise after the next feature release.

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Support

Support is handled by email at support@buildorskip.dev, including requests to correct or remove listed site data after ownership verification.

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Integrations

Offers an API for querying domain rating, registration, traffic, and structured site data, plus an MCP integration so supported AI clients can browse datasets and site snapshots directly.

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Features

Rankings of products by public payment signals, tip revenue, and backlinks; sitemap and keyword monitoring; a Chrome extension; an account API and MCP integration for querying domain, traffic, and site data; comment and AI tool backlink libraries.

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Frequently asked questions about Build or Skip

  • How much does Build or Skip cost?
    Pro Monthly costs $19 per month; Pro Yearly costs $190 billed annually ($15.83 per month). Both unlock full revenue and tip rankings, backlink libraries, all filters, and MCP access; the yearly plan adds unlimited API access and more sitemap monitors. Pricing is stated to rise after the next feature release.
  • Does Build or Skip have an API?
    Yes, Build or Skip offers an API.
  • How do you use Build or Skip?
    The walkthrough on this page covers 6 steps: 1. Browse the revenue ranking 2. Check tip based opportunities 3. Study backlink resources 4. Set up ongoing monitoring 5. Connect data through API or MCP 6. Upgrade when a signal is worth following.
  • What platforms does Build or Skip support?
    Build or Skip is available on Web App and Browser extension.
  • What does Build or Skip integrate with?
    Offers an API for querying domain rating, registration, traffic, and structured site data, plus an MCP integration so supported AI clients can browse datasets and site snapshots directly.
  • What are the limitations of Build or Skip?
    Payment and tip figures are explicitly estimates, not verified orders, revenue, or customer counts. Full rankings, filters, and backlink libraries are locked behind the $19/month Pro plan. Data freshness varies by source, with only comment and AI tool backlinks updating daily.

Status

StatusActive
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Added10/7/2026

Platforms

Web AppBrowser extension

Pricing

FreemiumSubscriptionPaid