CalScore
AI calorie tracker that tells you how sure it is
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Snap a meal photo and CalScore estimates calories, protein, carbs and fat, with a calorie range and confidence level instead of one fake-precise number. Free: targets, water tracking and a daily Fuel Score (0-100). Pro: AI photo scan, barcode, logging, AI coach. iPhone.
PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views
Niche: calorie and nutrition tracking apps · 116 launches, 11 in the last 7 days ▼ -31% · Explore this niche →
Category and tags
- Healthcare
- Analytics & BI
- B2C
- AI-native
- Commercial product
- Health & Fitness
Visit website ↗ Source listing ↗
More like this: all 116 launches in calorie and nutrition tracking apps →
Could you build this?
Yes Photo calorie estimation can be built by wrapping a vision-capable LLM API, and barcode scanning can use open food databases; the rest is standard iOS app and logging work.
Competitors
Other products that read as similar to this one : 789 launches clear the similarity bar, closest 8 shown.
Attention rank: #284 of 790 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 306 days after the earliest competitor.
- Smart Calorie Tracker, Counter · ph · 2026-09-18 · 1 upvotes · similarity 0.76
- Cality · ph · 2026-09-25 · 1 upvotes · similarity 0.74
- Cals AI : Diet Tracker · ph · 2026-09-24 · 1 upvotes · similarity 0.74
- FuelForm: AI Calorie Tracker · ph · 2026-09-11 · 2 upvotes · similarity 0.72
- caloi ai · ph · 2026-10-21 · 1 upvotes · similarity 0.68
- NutriLog AI · ph · 2026-11-06 · 2 upvotes · similarity 0.68
- Meal Metrics · ph · 2026-10-11 · 1 upvotes · similarity 0.68
- Cal AI Care – Calorie Tracker App · ph · 2026-10-14 · 1 upvotes · similarity 0.68
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.