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Cals AI : Diet Tracker

Scan food with AI and instantly track you progress

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Scan food with AI and instantly track calories, protein, carbs and fat. Cals AI makes calorie counting, macro tracking and nutrition logging effortless. Cals AI is your AI calorie counter, food scanner, macro tracker and nutrition tracker built to make food logging fast and effortless. Cals AI lets you easily share your progress with a generated post for TikTok and Instagram. Get an instant estimate of: • Calories • Protein • Carbohydrates • Fat • Portion size

PH · launched Sep 24, 2026 · 1 upvote (top 69%) · 2 views

Niche: photo food tracking and nutrition apps · 92 launches, 10 in the last 7 days ▲ +25% · Explore this niche →

Category and tags

  • Healthcare
  • Workflow automation
  • B2C
  • AI-native
  • Commercial product
  • Health & Fitness
  • Branding

Visit website ↗ Source listing ↗

Could you build this?

Yes Standard mobile or web wrapper sending food images to multimodal LLM vision APIs (like GPT-4o) with structured outputs for macros.

Competitors

Other products that read as similar to this one : 499 launches clear the similarity bar, closest 8 shown.

Attention rank: #412 of 500 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 199 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.