Cality
Up to 99% Accurate AI Calorie Tracking
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Snap, say or scan a meal. Cality lists each ingredient and its grams, lets you fix anything, and counts calories and macros. For iPhone, in English and Arabic.
PH · launched Sep 25, 2026 · 1 upvote (top 69%) · 1 view
Niche: photo food tracking and nutrition apps · 92 launches, 10 in the last 7 days ▲ +25% · Explore this niche →
Category and tags
- Healthcare
- Analytics & BI
- B2C
- AI-native
- Commercial product
- Health & Fitness
Visit website ↗ Source listing ↗
More like this: all 92 launches in photo food tracking and nutrition apps →
Could you build this?
Yes This can be vibe-coded as a mobile app utilizing vision-capable multimodal LLM APIs (e.g., GPT-4o) combined with a nutritional database API like USDA FoodData Central.
Competitors
Other products that read as similar to this one : 589 launches clear the similarity bar, closest 8 shown.
Attention rank: #501 of 590 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 260 days after the earliest competitor.
- CalScore · ph · 2026-11-10 · 1 upvotes · similarity 0.74
- Macroful: AI Calorie Tracker · ph · 2026-10-13 · 2 upvotes · similarity 0.73
- Cals AI : Diet Tracker · ph · 2026-09-24 · 1 upvotes · similarity 0.71
- Meal Metrics · ph · 2026-10-11 · 1 upvotes · similarity 0.70
- Smart Calorie Tracker, Counter · ph · 2026-09-18 · 1 upvotes · similarity 0.70
- caloi ai · ph · 2026-10-21 · 1 upvotes · similarity 0.69
- FitByte · ph · 2026-10-14 · 1 upvotes · similarity 0.67
- CaloryTalk · ph · 2026-11-14 · 1 upvotes · similarity 0.67
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.