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Notch

A shooting coach with Olympic precision

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Scoring shooting targets is time-consuming, so Notch automates that using on-device Core ML models. It also helps you nail the fundamentals from the shape of your groups - a low-right cluster usually means trigger pull, a vertical string means breathing, and so on. It coaches you through heat maps and per-rifle trends over a season, shows heart rate from the Apple Watch and a live score in the Dynamic Island, and keeps track of your inventory.

PH · launched Nov 7, 2026 · 3 upvotes (top 7%) · 0 views

Niche: ai coaching apps · 253 launches, 23 in the last 7 days ▼ -18% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • B2C
  • Commercial product
  • iOS
  • Sports
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

Partial The app shell and heat-map UI are easy, but automatic target scoring needs a computer-vision model trained on labeled target images, which vibe coding does not supply.

What it would actually take: Build an iOS app in Swift with Core ML and Vision, with a pipeline that detects the target, finds the bullet holes, and converts them to scores. The hard part is a labeled dataset of target photos across target types and lighting conditions, plus accurate pattern analysis to map group shape to shooting faults. This needs computer-vision and ML training experience, and a few thousand annotated images.

Competitors

Other products that read as similar to this one : 138 launches clear the similarity bar, closest 8 shown.

Attention rank: #16 of 139 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 309 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.