AI Poker Strategy Coach App

A subscription app that analyzes poker hand histories and in-game decisions using AI to provide coaching tips and strategy improvements for recreational players.

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01 THE IDEA

A consumer app targeting poker players that ingests hand history data or in-game scenarios and uses AI to identify mistakes, suggest optimal plays, and explain poker strategy concepts. The app targets recreational players who want to improve without paying for expensive coaching, with an educational bent similar to KO (the MMA training app) but for poker.

Distribution is the key insight: thousands of poker content creators on TikTok and YouTube are currently unmonetized or only monetizing through gambling site sponsorships. By building an app that can be naturally integrated into their gameplay breakdown videos — flashing the interface for two seconds showing pot odds or range analysis — the app markets itself organically through creators who benefit from the utility. This avoids competing with gambling affiliates and builds a clean, recurring subscription business.

02 THE NUMBERS

EXPECTED ARR

$150K – $1.2M

INITIAL INVESTMENT

$15K + 350h

MONTHLY BURN

$4K + 70h

AUTOMATION

7/10

COMPETITORS

17 · SATURATED →

SKILLS

Mobile app development, LLM/AI API integration, Poker strategy knowledge, Creator outreach / TikTok marketing

03 THE VERDICT

Poker players are high-LTV customers already spending on courses and coaching. The mobile gap for recreational players is real and the TikTok creator distribution angle is genuinely untapped. GTO Wizard proves willingness to pay; this just needs to be more accessible and mobile-native. Execute on creator partnerships first to validate before heavy feature development.

Verdict: MAYBE — read why above. Still convinced? A vetted builder can pressure-test the scope before you commit.

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04 THE FIELD

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