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ToastUp

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PH · launched Sep 25, 2026 · 3 upvotes (top 11%) · 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
  • AI-native
  • Commercial product
  • iOS
  • Productivity
  • Education

Visit website ↗ Source listing ↗

Could you build this?

Yes The app records audio/video in the browser, sends audio to Whisper or an STT API, and prompts an LLM to evaluate the transcript against speaking rubrics.

Competitors

Other products that read as similar to this one : 224 launches clear the similarity bar, closest 8 shown.

Attention rank: #34 of 225 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 272 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.