# Superfluidity

> An AI-native product discovery platform. A builder pastes a URL; Atlas
> crawls the product, screenshots it, writes the listing, and keeps it alive
> with scheduled re-crawls. Discovery is measurement: readings with evidence,
> freshness, the lambda point.

## What this catalog is

Every listing is produced by crawling the product's own site. Claims are
quoted verbatim from those pages, and each one carries the quote it rests on.
Where something could not be determined, the listing says so rather than
guessing.

Nothing here is ranked by votes. There is no podium and nothing to game.

## Machine surfaces

- REST: /api/v1 (read endpoints work unkeyed at a low rate)
- MCP: /mcp (streamable HTTP, read-only)

Both arrive with M9. Until then this file describes intent, not a live API.

## Bot policy

Atlas identifies itself as SuperfluidityBot/1.0 (+https://superfluidity.ai/bot)
and obeys robots.txt on every fetch.