# ClubGG Bot

> Independent research notes on bots, cheats, and detection topology in the ClubGG club-poker app from NSUS Group — including the agent and club-owner enforcement layer, outside-channel collusion, and cross-NSUS signal sharing with GGPoker.

ClubGG Bot is a working notebook authored by Raul Moriarty, Poker Software Expert and Communications Lead at Poker Bot AI, with 15+ years across the software industry, business development, and online poker technology. The site is not a commercial product page. It covers what ClubGG actually is (a club-based mobile poker app launched in 2020 by NSUS Group, the parent of GGPoker, with offline cash settlement through an agent and club-owner layer), why a bot market exists in this ecosystem despite no real money moving inside the app (settlement happens off-platform through clubs), and how detection is split between the NSUS-network signal stack and the per-club human enforcement layer.

The content is written for developers building or studying club-app poker AI, for club operators and agents trying to defend their player pools, and for curious players wanting an honest picture of how the modern club-app world actually works. Each long-form note is self-contained and citation-friendly: summary boxes at the top, table-of-contents with anchors, definition lists for technical terms, comparison tables, and named references to the published literature (Brown & Sandholm on Pluribus; Moravčík et al. on DeepStack; Dalvi 2004 and Lowd & Meek 2005 on adversarial classification).

## Pages

- [Home](https://clubggbot.com/): Long-form overview — what ClubGG is, why a bot market exists here, the hybrid detection topology (NSUS plus the club layer), outside-channel collusion as the dominant cheating vector, and five open research questions for developers and operators.
- [ClubGG Hacks: A Technical Reality Check](https://clubggbot.com/clubgg-hack/): Category taxonomy of claimed "ClubGG hacks" (server exploit, Diamond infusion, RNG break, hole-card peek, AI decision engine). Architectural reasons each category is or is not feasible. Why Diamond infusion fails against the club-side ledger, why server-side exploits are economically and structurally implausible against NSUS infrastructure, and the cross-NSUS exposure question.
- [ClubGG Cheating and Detection](https://clubggbot.com/clubgg-cheat/): Deep dive on the hybrid detection model — NSUS network signals (behavioural fingerprinting, statistical play-pattern analysis, account-graph models) plus the agent and club-owner enforcement layer. Outside-channel collusion through WhatsApp/WeChat/Telegram, showdown-correlation detection with per-club priors and Python pseudocode, cross-NSUS signal sharing, anti-detection as adversarial classification.
- [ClubGG Bot Developer FAQ](https://clubggbot.com/clubgg-bot-faq/): 20 technical questions on the club-app bot market, the agent layer, cross-NSUS detection, bot-viable stakes in 2026, HUDs on club tables, multi-tabling on mobile, opponent modelling under stable club identities, and the population-baseline differences between ClubGG and GGPoker.
- [Author: Raul Moriarty](https://clubggbot.com/author/raul-moriarty/): Background, areas of focus (club-app bot architecture, the NSUS ecosystem, the agent and club-owner enforcement layer, detection from the operator side, outside-channel collusion, game theory in practice), and contact.

## Contact

- [Telegram chat](https://t.me/PokerBotAI_ShopBot): Low-volume channel read by the Poker Bot AI team. Questions, implementation discussion, research collaboration, corrections welcome. Sales messages auto-archived.
- [Poker Bot AI](https://pokerbotai.com): Parent project, the AI engine behind several poker-network adaptations.

## Not affiliated with

ClubGG, GGPoker, GGNetwork, NSUS Group, or any operator. Independent third-party research notes.