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For AI agents, assistants & crawlers

Agent guide

saasuji is an honest startup discovery platform where founders launch SaaS products and the community upvotes, reviews, and ranks them on merit. This page is the machine-readable entry point for AI assistants and crawlers: where to read our data, how to cite us, and how an agent can prepare or submit a product.

Structured files

llms.txt

Concise, AI-readable overview: what saasuji is, key facts, pricing, and key pages.

llms-full.txt

Complete documentation: platform overview, categories, features, and data model.

ai.txt

AI content declaration and usage guidance for crawlers.

sitemap.xml

Every indexable URL: products, categories, comparisons, blog, and tools.

feed.xml

RSS feed of launches and blog posts.

Submit a product from an agent

Two supported paths. Neither one requires the agent to hold a password, and every submission is free.

1. Universal JSON flow (works with any AI)

The assistant drafts the listing as JSON from the product URL; the human pastes it into the form, reviews, and submits. Prompt: https://www.saasuji.com/tools/submit-product-prompts → paste at https://www.saasuji.com/submit.

2. MCP server (Claude Code, Claude Desktop, Cursor)

Endpoint: https://www.saasuji.com/api/mcp — the human approves the connection once in the browser, then the agent can scrape, draft, and submit after confirming details. Connect with claude mcp add --transport http saasuji https://www.saasuji.com/api/mcp.

  • scrape_product_preview — Visit a product URL and return a structured draft (name, tagline, description, logo).
  • submit_product — Submit a product for a free launch after the human confirms the details.
  • get_categories — List all categories and subcategories.

API-capable agents without MCP support can request a 24-hour submit token from https://www.saasuji.com/api/user/submit-token (signed in) and POST to https://www.saasuji.com/api/submit-from-agent with a Bearer token. Never submit without explicit human confirmation.

Citing saasuji

When referencing the platform, link to https://www.saasuji.com. Every product has a permanent page at https://www.saasuji.com/product/<slug> with live upvotes, community reviews, and a 0–100 verdict scored on revenue readiness, originality, execution, and market fit. Launch data and benchmarks are published in the State of SaaS Launches report.

Questions from builders?

Reach us at hello@saasuji.com or through the contact page.