# App Store research: calorie tracker scanner AI AI AI scanner

**Inferred category:** Health & Fitness  
**Apps analyzed:** 12 (1 from charts, 11 from search)  
**Generated:** 2026-06-23T21:40:23.538Z

## Indie AI opportunities

Smaller wedges where AI, better capture, or a narrower workflow could give a small team a shot.

| App | Developer | Rating | Reviews | Observed rank |
| --- | --- | --- | --- | --- |
| Cal Scanner AI Calorie Tracker | Arcane Miracle Limited | 4.6★ | 3,606 | #14709 |
| MacrosFirst - Macro Tracker | MacrosFirst, Inc. | 4.9★ | 17,943 | — |
| BitePal: Food Calorie Tracker | REFACE LITHUANIA UAB | 4.7★ | 48,054 | — |
| Qalzy: Macro & Calorie Tracker | QALZY LTD | 4.4★ | 114 | — |
| EatCute: #1 AI Calorie Tracker | KEEP TECHNOLOGY PTE. LTD. | 4.8★ | 688 | — |
| AI Calorie Tracker:FoodPilot | Hong Kong Radiant Limited | 4.7★ | 2,286 | — |
| Shelog AI Food Journal Scanner | Lighter Life Limited | 4.7★ | 651 | — |

## Niche comps and long-tail projects

More specific apps to inspect for positioning, keywords, pricing, and feature scope.

| App | Developer | Rating | Reviews | Observed rank |
| --- | --- | --- | --- | --- |
| AI Calorie Tracker: Scanner | masaki matsushita | — | 0 | — |
| CalScan AI - Calorie Tracker | Bryan Ellis | 4.8★ | 6 | — |
| AI Calorie Tracker - Food Scan | CD&D COMPANY LIMITED | 3.5★ | 2 | — |
| GlowMate: AI Calorie Tracker | PANORASOCIAL TECHNOLOGY PTE. LTD. | 4.9★ | 26 | — |
| Dietfit AI: Calorie Tracker | c0x12c Inc. | 4.8★ | 27 | — |

## Related topics

- calorie tracker scanner AI AI AI scanner AI
- calorie tracker scanner AI AI AI scanner subscription
- calorie tracker scanner AI AI AI scanner scanner
- calorie tracker scanner AI AI AI scanner for small teams
- Health & Fitness calorie tracker scanner AI AI AI scanner

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_Method: Search first selects the strongest keyword matches using relevance, revenue, demand, and observed rank signals; the table defaults to observed App Store rank._
_Structured JSON: /api/research/topic?q=calorie%20tracker%20scanner%20AI%20AI%20AI%20scanner_