ai nutrition and meal tracking
Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.
These products use multimodal AI and photo recognition to automate food journaling, calorie counting, and macro tracking. They target health-conscious consumers, dieters, and individuals managing conditions like diabetes who want real-time nutritional feedback. Unlike broader fitness or wellness platforms, this cluster focuses specifically on dietary intake logging and conversational nutrition coaching.
Metrics
- Stage
- forming
- Recent count
- 119
- Prior count
- 5
- Total count
- 137
- Momentum
- 300.00
- Attention
- 0.31
- Crowding
- 0.60
- Concentration
- 0.82
- Opportunity
- 0.47
Opportunity components
- Attention
- 0.31
- Low crowding
- 0.40
- Momentum (normalized)
- 1.00
- Low concentration
- 0.18
Monthly trajectory
Source split
- github
- 4 (0.03)
- hn
- 6 (0.05)
- ph
- 107 (0.90)
- yc
- 2 (0.02)
Dominant source: ph · Divergence: 0.88
Similar themes
- wearable tech and computer vision (0.57)
- meal planning and food discovery (0.53)
- fitness tracking and training apps (0.50)
- AI-powered clinical care delivery (0.50)
- personal health and wellness trackers (0.44)
- personal and family tracking tools (0.43)
- health tracking and medical tools (0.37)
- habit and daily routine trackers (0.35)
Members
| Name | Source | Upvotes ▼ | Launched |
|---|---|---|---|
| AskFork | PH | 1 | 2026-09-12 |
| Bite Insight | PH | 1 | 2026-09-25 |
| GLP AI | PH | 1 | 2026-09-30 |
| Vytal: AI Wellness Tracker | PH | 1 | 2026-09-16 |
| Cality | PH | 1 | 2026-09-25 |
| Yumza | PH | 1 | 2026-09-29 |
| ClariFood | PH | 1 | 2026-09-15 |
| SmartPantry | PH | 1 | 2026-09-09 |
| NutriSymptom | PH | 1 | 2026-09-15 |
| Peren | PH | 1 | 2026-09-26 |
| FitBalance | PH | 1 | 2026-09-26 |
| Dog & Cat Nutrition Coach | PH | 1 | 2026-09-26 |
| PlateAI | PH | 1 | 2026-09-14 |
| NutriAi | PH | 1 | 2026-09-14 |
| KetoNoir | PH | 1 | 2026-09-15 |
| MacroDining | PH | 1 | 2026-09-15 |
| Grocery Detective | PH | 1 | 2026-09-16 |
| Kitchen Genie | PH | 1 | 2026-09-15 |
| Smart Calorie Tracker, Counter | PH | 1 | 2026-09-18 |
| KETOGENIC DIET | PH | 1 | 2026-09-15 |
| Vellyn | PH | 1 | 2026-09-15 |
| PlateFit | PH | 1 | 2026-09-13 |
| Food Diary - Health Tracker | PH | 1 | 2026-09-28 |
| Lekeos AI Visual Checkout | PH | 1 | 2026-09-11 |
| Cooked. | PH | 1 | 2026-09-12 |
| PantryGauge | PH | 1 | 2026-09-16 |
| EAT.RUN. | PH | 1 | 2026-09-28 |
| PickFresh App | PH | 1 | 2026-09-16 |
| FoodLens AI: Nutrition Scanner | PH | 1 | 2026-09-18 |
| Aptite | PH | 1 | 2026-09-06 |
| Wellness AI | PH | 1 | 2026-09-08 |
| Gram App | PH | 1 | 2026-09-17 |
| Prallines.com | PH | 1 | 2026-09-06 |
| Nutrion | PH | 1 | 2026-09-12 |
| LabelTruth | PH | 1 | 2026-09-12 |
| CarbonSight | PH | 1 | 2026-09-17 |
| Is This Vegan? | PH | 1 | 2026-09-23 |