List once. Get found everywhere.

A listing on SaaSRow is not just a page on a website. It is published simultaneously as structured data for search engines, as a machine-readable document for AI assistants, and as a queryable endpoint for any app or agent that wants it — with no API key and no paywall on any of those channels.

Your product is found across every channel at once

AI assistants

Every listing ships with schema.org JSON-LD, a plain-markdown rendering, and an entry in llms.txt. Assistants like ChatGPT and Claude read structured facts rather than guessing at your marketing copy.

Search engines

Listings, categories and tags are all in the sitemap, with SoftwareApplication, ItemList and BreadcrumbList markup so search engines can render rich results instead of a plain blue link.

Public API

Any app can query the directory. Free, unauthenticated, CORS-enabled.curl "https://www.saasrow.com/api/v1/products?use_case=analytics&pricing_model=free"

MCP server

AI agents and dev tools reach the directory over the Model Context Protocol — the same data as callable tools.claude mcp add --transport http saasrow https://www.saasrow.com/api/mcp

Structured vocabulary

Use cases, audiences, platforms and pricing models come from closed vocabularies, so a query for one term returns the same set every time. Free text can't do that.

Alternative-to matching

Listings record the products they compete with, so “what's a good alternative to X?” — one of the most common ways anyone looks for software — resolves to your product by name.

Measured, not estimated

These are counted events from the last 30 days, not projections. The counting method is published alongside the numbers at /api/v1/stats, so you can check it yourself.

1

AI assistant reads (30 days)

1

Distinct AI clients seen (30 days)

302

Published listings

12

8

Community upvotes

309

Listing views

AI reads are attributed against 28 documented crawler and agent user-agents. Ordinary browser traffic is excluded, and no IP addresses or raw user-agent strings are stored.

For developers

The whole surface is self-describing — start at the API index and follow the links.

/api/v1 — endpoint index and parameter reference
/api/v1/products — search and filter listings
/api/v1/vocabulary — the controlled filter terms
/api/mcp — MCP server details
/llms-full.txt — the entire directory as one markdown file

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