Methodology

SlotFinderAI separates three data layers so we never invent a title's presence in a casino lobby.

1. Master catalogue

RTP and volatility figures come from our synced title catalogue (thousands of games across many studios). Casino-specific RTP configurations can be lower than the published maximum — always confirm the value in the game help file where you play.

Current cache: 5,669 titles · synced 2026-10-20T09:34:45.918Z.

2. Partner geo eligibility

Affiliated casinos are drawn from our partner book with distinct utm_source=slotfinderai tracking. We only promote a casino when the player's country (and subdivision, e.g. CA-ON) is allowed in that partner's data. We do not invent licences or bonuses.

3. Availability confidence

  • Studio Available — you searched by provider only; the casino lists that studio for your country.
  • Slot Available — you picked a title and we have lobby/feed data showing it in that geo.
  • Slot not verified — you picked a title, but we only know the studio is listed; confirm in the lobby.

We prefer official partner game feeds. Lobby HTML scraping is avoided; when we capture availability we target the lobby's own game-list JSON endpoints from multiple exit geos, rate-limited and audited. Affiliate ToS always wins — if a partner forbids automated access we pause and switch to feeds or manual checks.

Our public sitemap prioritises hubs, studio pages, and titles with verified lobby sightings. The full catalogue remains linked from studios and search — we do not push every thin title URL at once.

Recent pilot crawl runs

  • bitstarz · FI · 506 games · softswiss_lobby
  • bitstarz · SE · 506 games · softswiss_lobby
  • bitstarz · FI · 504 games · softswiss_lobby
  • bitstarz · SE · 504 games · softswiss_lobby
  • cashy · FI · 0 games · softswiss_lobby · note: /api/games/allowed_desktop → 404; /api/games/allowed_mobile → 404
  • cashy · SE · 0 games · softswiss_lobby · note: /api/games/allowed_desktop → 404; /api/games/allowed_mobile → 404

Responsible gambling

Gambling can be addictive. Only play with money you can afford to lose. Help: BeGambleAware.org.