# Build or Skip

According to OpenAITools.app telemetry verified on 2026-11-11, Build or Skip (buildorskip.dev) is an AI platform indexed under AI Research Tool generating 1.31K monthly visits with a month-over-month traffic delta of -5.87K (-81.8%). Its primary geographic market is Global (— traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include PPSPY — Shopify Spy & AI Product Research (401.25K visits/mo), BigIdeasDB (74.72K visits/mo), Build Or Not (0 visits/mo).

Find products already making money before you build

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | Build or Skip |
| Handle | build-or-skip |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Official Domain | buildorskip.dev |
| Website URL | https://buildorskip.dev |
| Categories | AI Research Tool, AI Data Mining, AI For Data Analytics |
| Pricing Model | Freemium |
| Monthly Visits | 1,308 |
| MoM Traffic Change | -5,865 |
| MoM Growth Rate | -81.8% |
| Primary Market | Global |
| Market Share | — |
| Direct Visits | 395 |
| Organic Search Visits | — |
| Social Visits | — |
| Referral Visits | 164 |
| Email Visits | 72 |
| Review Score | 4.1 |
| Saved Count | 0 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Features: Website; Pricing: Freemium |
| Tags | Product Research, Market Research, Competitor Analysis, SaaS Ideas, Indie Hackers, Revenue Signals, Backlink Opportunities, MCP, Website Data API, SEO Research, Product Validation |

## Overview

Most founders start from a hunch. Build or Skip flips that by starting from evidence: it collects publicly observable payment-entry signals from websites, groups them by month and category, and ranks domains so you can see which products are actively collecting money and which ones keep showing up release after release.

Beyond rankings, the platform layers on site intelligence. You can filter by product area, payment channel, domain rating, and registration date, then compare six-month momentum to separate a short spike from a durable trend. Backlink libraries for comment resources and AI tool directories give you the second half of the puzzle: once you have decided what to build, you have a curated list of places to promote it.

Build or Skip also ships as a Chrome extension that overlays payment signals directly in Google search results, and an MCP bridge that lets you query the dataset from agents such as Claude Desktop, Cursor, or Codex. The company is explicit that these are research signals only, not verified orders or revenue figures.

## Pricing & Plans

Free tier with a limited preview of rankings and backlink resources; Pro is $19/month or $15.83/month billed yearly at $190/year, unlocking all rankings, both backlink libraries, unlimited filters, unlimited MCP calls, and a VIP community. Prices in USD; the site notes Pro pricing will rise after its next feature release.

## Key Features & Capabilities

- **Payment-signal revenue rankings:** Monthly rankings of new domains and established products that show public payment or tipping signals, filterable by category, payment channel, domain rating, and registration date.
- **Trend and momentum comparison:** Six-month movement views help you distinguish a one-off spike from a product that keeps generating commercial activity over time.
- **Curated backlink libraries:** A comment-backlink library and an AI tool directory library with submission URLs, submission methods, fees, and last-checked dates.
- **MCP access for AI agents:** A stdio MCP bridge lets Claude Desktop, Cursor, Codex, and other clients query datasets and site snapshots; paid plans include unlimited calls.
- **Free Chrome extension:** A compact card next to eligible Google search results shows published payment-entry signals and domain context without leaving the SERP.

## Primary Use Cases

- **Validating the next product idea (Indie hacker):** Scan new-domain and product revenue rankings to find categories where buyers are already paying, then narrow to an angle with durable momentum instead of a short-lived spike.
- **Competitive landscape research (Startup product team):** Filter by product area and domain rating to build a shortlist of comparable products, then review their ranking history before a build-or-buy decision.
- **Building a promotion shortlist (SEO and growth marketer):** Work through the comment backlink and AI tool directory libraries to plan outreach and listing submissions for a newly launched product.
- **Agent-driven market discovery (AI agent user):** Connect the MCP bridge so an agent can pull current datasets and site snapshots on demand while you are still in a research conversation.

## Strengths

- Starts from observable payment signals rather than opinion or hype
- Rankings, backlinks, extension, and MCP in one workspace
- Transparent monthly data cadence with visible dates
- Free tier plus a cheap Pro plan for full access

## Limitations

- Signals are not verified revenue and must be read as indicators only
- Backlink libraries are most useful for English-language products
- Full filtering and complete libraries sit behind the paid plan

## Frequently Asked Questions

### Are the payment signals real revenue figures?
No. Build or Skip states clearly that its rankings reflect publicly observable payment-entry signals for opportunity research and do not represent verified orders, revenue, or customer counts. Treat them as one input among several.

### What does the MCP integration let me do?
You install a stdio MCP bridge, authenticate with your account or an API key, and then ask a compatible agent to discover datasets, find products, and read site snapshots. Paid users get unlimited MCP calls.

### Can I get my site removed from the rankings?
Yes. If you own the website or are authorized to represent it, you can email support and, after verification, request a correction of inaccurate information or removal of an eligible site from public rankings.

### How fresh is the data?
Revenue rankings follow calendar-month reporting cycles; comment and AI tool backlink resources update daily, and other site data displays its relevant date on the page.

### What is Build or Skip's monthly traffic and growth trend?
Build or Skip currently receives 1.31K monthly visits, with a month-over-month traffic change of -5.87K (-81.8% growth rate). Its primary source market is Global (— share), including 395 direct visits/mo and — organic search visits/mo.

### Is Build or Skip free? What is its pricing model?
Build or Skip operates on a Freemium pricing model. Free tier with a limited preview of rankings and backlink resources; Pro is $19/month or $15.83/month billed yearly at $190/year, unlocking all rankings, both backlink libraries, unlimited filters, unlimited MCP calls, and a VIP community. Prices in USD; the site notes Pro pricing will rise after its next feature release. Supported billing and checkout platforms include: not listed.

### What are the best Build or Skip alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to Build or Skip are: 1. PPSPY — Shopify Spy & AI Product Research (401.25K visits/mo); 2. BigIdeasDB (74.72K visits/mo); 3. Build Or Not (0 visits/mo); 4. Peeksta (3.44K visits/mo); 5. Fluenta (2.68K visits/mo).

### Which platforms and core AI capabilities does Build or Skip support?
Build or Skip is classified under AI Research Tool, AI Data Mining, AI For Data Analytics, supports the following platforms: Website, and its core capability tags include: Product Research, Market Research, Competitor Analysis, SaaS Ideas, Indie Hackers, Revenue Signals.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [PPSPY — Shopify Spy & AI Product Research](https://openaitools.app/tool/ppspy-dropshipping-by-ai) | 401,254 | Free Trial, Paid | [Compare](https://openaitools.app/compare/build-or-skip-vs-ppspy-dropshipping-by-ai) |
| [BigIdeasDB](https://openaitools.app/tool/bigideasdb) | 74,724 | Freemium | [Compare](https://openaitools.app/compare/bigideasdb-vs-build-or-skip) |
| [Build Or Not](https://openaitools.app/tool/build-or-not) | 0 | Freemium, Free Trial | [Compare](https://openaitools.app/compare/build-or-not-vs-build-or-skip) |
| [Peeksta](https://openaitools.app/tool/peeksta-com) | 3,441 | Paid | [Compare](https://openaitools.app/compare/build-or-skip-vs-peeksta-com) |
| [Fluenta](https://openaitools.app/tool/fluenta) | 2,683 | Freemium | [Compare](https://openaitools.app/compare/build-or-skip-vs-fluenta) |
| [appkittie](https://openaitools.app/tool/appkittie) | 69,433 | Paid | [Compare](https://openaitools.app/compare/appkittie-vs-build-or-skip) |
| [Tracetify](https://openaitools.app/tool/tracetify) | 2,900 | Freemium | [Compare](https://openaitools.app/compare/build-or-skip-vs-tracetify) |
| [OSS Insight](https://openaitools.app/tool/oss-insight) | 97,152 | Free | [Compare](https://openaitools.app/compare/build-or-skip-vs-oss-insight) |
| [Branded](https://openaitools.app/tool/gobranded-com) | 3,704,728 | Contact for Pricing | [Compare](https://openaitools.app/compare/build-or-skip-vs-gobranded-com) |
| [Yazero](https://openaitools.app/tool/yazero) | 729 | Free Trial, Paid | [Compare](https://openaitools.app/compare/build-or-skip-vs-yazero) |
| [IndexBox](https://openaitools.app/tool/indexbox-io) | 330,438 | Free Trial, Paid | [Compare](https://openaitools.app/compare/build-or-skip-vs-indexbox-io) |
| [Adminer](https://openaitools.app/tool/adminer-pro) | 18,523 | Free Trial, Paid | [Compare](https://openaitools.app/compare/adminer-pro-vs-build-or-skip) |

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Source: https://openaitools.app/tool/build-or-skip