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  • Introduction
  • Quickstart
  • Authentication & limits

MCP server

  • Install the MCP server
  • Tools overview

MCP tools

  • search_products
  • get_product
  • search_founders
  • get_founder
  • get_launches
  • get_trending_products
  • search_categories

REST API

  • Overview
  • Products
  • Founders
  • Launches & trending
  • Categories & taxonomy

AI discovery

  • llms.txt & llms-full.txt
  • Markdown mirrors & AI profile
  • Structured data
  • Get your product discovered

Reference

  • Data model
  • Rate limits & caching
  • Errors
  • Privacy & data policy
Docs/AI discovery/Markdown mirrors & AI profile

Markdown mirrors & AI profile

Every product and founder page has a Markdown twin, and every product carries a concise AI-ready profile block.

Markdown mirrors

Append .md to any product or founder URL and you get the same page as plain Markdown - no layout, no scripts, just the facts in reading order. These are ideal when a model needs to read one listing in full without the cost of parsing HTML.

PageMarkdown mirrorContent type
/products/{slug}/products/{slug}.mdtext/markdown
/founders/{username}/founders/{username}.mdtext/markdown

A product mirror contains: title and tagline; a facts list (website, founder, launch date, pricing, categories, use cases, ideal for, platforms, upvotes, rating when reviews exist); the full description; the AI-ready profile block; every link (website, GitHub, X, app stores, API docs, MCP server, CLI install, JSON record); and the founder-named alternatives. The HTML page links to it with <link rel=“alternate” type=“text/markdown”>.

bash
curl https://www.founder.best/products/bidpage.md

The AI-ready profile

Every product carries a concise, fixed-shape summary designed to be read by a language model in one pass. It is derived from the same record as the page, so it is never maintained by hand and cannot drift. You will find it as ai_profile in JSON and MCP get_product responses, and as a fenced block in the Markdown mirror.

AI-ready profile
Product: Acme Analytics - Product analytics founders can actually read
Description: Weekly plain-English reports for small SaaS teams. Connect Stripe and your database, get one email every Monday.
Category: Analytics
Ideal for: Founders, Product Managers
Key features: Analytics & Reporting, Data Visualization
Pricing: Freemium
Website: https://acme-analytics.example
Founder: Jane Doe (@janedoe)
Launch date: Sep 14, 2026
Platforms: Web, API
Founder.best page: https://www.founder.best/products/acme-analytics
FieldSource
ProductName and tagline
DescriptionThe founder-written description, whitespace collapsed (falls back to the tagline)
CategoryAll assigned categories, comma-separated
Ideal forTarget audiences chosen at submission
Key featuresUse cases chosen at submission
PricingPricing model label (Free, Freemium, Subscription, One-time, Paid, Open Source)
WebsiteThe product website
FounderDisplay name and @username
Launch dateHuman-readable launch date
PlatformsWeb, Mobile, API, MCP, CLI, Desktop as declared
Founder.best pageCanonical product URL for citations

Fields that are empty are omitted, never invented.

If a founder did not tag audiences or use cases, those lines simply do not appear. The profile is a faithful compression of the listing, not generated marketing copy.

Previousllms.txt & llms-full.txtNextStructured data

Prefer plain text? Everything here is summarised in /llms.txt.

For founders

  • Get your product discovered by AIWhich listing fields make your product rank for the right questions.
  • How Founder.best worksSubmit in 10 minutes, rank on the weekly Launchpad, stay discoverable.
  • Increase SaaS visibility in AI answersGet cited by ChatGPT, Perplexity, and AI Overviews.
  • AI search visibility guidesEvery post on GEO, llms.txt, and AI citations.
  • Launch plans & pricingFree, Standard, Pro, and Pro+ compared.
  • Launch your productPermanent product page with structured data and a Markdown mirror.
Founder.best

Where founders launch, share their stories, and get discovered by people and AI.

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