CalSnap
AI calorie tracking for real, local food
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Snap a meal photo to estimate calories and macros, review portions, and log your food. CalSnap also creates 7-day meal plans from ingredients in your kitchen, with tracking for water, weight, workouts and fasting. Built for Android, with local-food planning and clear progress views. Start free with 2 AI scans a day; upgrade to Pro for meal plans and full history.
PH · launched Nov 14, 2026 · 2 upvotes (top 19%) · 0 views
Niche: photo food tracking and nutrition apps · 92 launches, 10 in the last 7 days ▲ +25% · Explore this niche →
Category and tags
- Healthcare
- Vertical SaaS
- B2C
- AI-native
- Commercial product
- Android
- Health & Fitness
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 92 launches in photo food tracking and nutrition apps →
Could you build this?
Yes Meal photo calorie estimation can use a commercial or open vision model, nutrition data from public databases such as USDA FoodData Central, and standard tracking UIs. Meal-plan generation is an LLM task.
Competitors
Other products that read as similar to this one : 642 launches clear the similarity bar, closest 8 shown.
Attention rank: #66 of 643 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 358 days after the earliest competitor.
- Cals AI : Diet Tracker · ph · 2026-09-24 · 1 upvotes · similarity 0.66
- Calo AI · ph · 2026-11-11 · 1 upvotes · similarity 0.65
- CalScore · ph · 2026-11-10 · 1 upvotes · similarity 0.65
- ProteinSnaps · ph · 2026-10-11 · 1 upvotes · similarity 0.62
- Smart Calorie Tracker, Counter · ph · 2026-09-18 · 1 upvotes · similarity 0.61
- Healthness · ph · 2026-11-01 · 3 upvotes · similarity 0.61
- Cal AI Care – Calorie Tracker App · ph · 2026-10-14 · 1 upvotes · similarity 0.61
- CaloryTalk · ph · 2026-11-14 · 1 upvotes · similarity 0.61
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.