ReplayCoach
Drop a screen recording or replay file from Valorant, CS2, or Apex Legends and get a frame-by-frame AI coaching report on crosshair placement, peeks, spray control, and rotation timing, paired with a personalized 7-day drill plan.
Competitive FPS players grinding ranked without the budget for a human esports coach
- Game-aware feedback tuned to each title's recoil patterns, economy, and meta
- Heatmaps of crosshair placement and missed-shot clusters by map and round
- Personalized weekly drill plan targeting your weakest patterns
- Rank-adjusted benchmarks so advice matches your ELO bracket
OpenAim trending on HN (58 pts, 30 comments) shows aim-training is hot; AI vision models are finally reliable enough to read gameplay footage.
HN trend is real (~32-55 points on OpenAim post) and FPS coaching demand shows in multiple active products, but no Apex Legends AI coach surfaced; demand concentrated in Valorant/CS2 is already well-served.Show HN: A new kind of FPS aim trainer ↗Hiring an Esports Coach: Is It Worth It? (2026 Guide) | Memvers ↗
Very crowded — UpForge already offers AI match debriefs across Valorant/CS2/Deadlock, ValoCoach and ValoMind target Valorant, getreplay.gg handles CS2 demos; ReplayCoach's exact proposition is duplicated by 3+ funded competitors, only Apex is white.UpForge — Match Debrief & Coaching Platform | Valorant, CS2, Deadlock & LoL ↗valocoach.ai: AI-Powered Valorant Coaching & Match Analysis ↗Smart CS2 Replay Analysis - AI-Powered Demo Viewer ↗ValoMind — Valorant AI Coaching, Stats & Tools ↗
Proven subscription pricing on UpForge: Free → Plus $14.99/mo → Pro $24.99/mo, plus $49 10-week roadmap block and $149.99 Rank Up Challenge bundle; human coaches $15-$100/hr validates WTP for improvement tooling.AI coaching plans for Valorant, CS2, and Deadlock - UpForge ↗Gaming Coach Prices: 2024 Pricing Guide ↗
Competitive FPS genres endure (CS franchise ~20 years, Valorant 5+, Apex ongoing), AI vision will keep improving, but replay formats change with patches and AI-native coaches may be absorbed by game publishers' own tools.UpForge — Match Debrief & Coaching Platform ↗
Demo/replay file parsing is tractable, but 'frame-by-frame' vision analysis of crosshair placement, peeks, and spray control from arbitrary screen recordings requires robust game-state detection across 3 engines — non-trivial ML pipeline, not an MVP.Smart CS2 Replay Analysis - AI-Powered Demo Viewer ↗