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

**Inferred category:** Health & Fitness  
**Apps analyzed:** 11 (1 from charts, 10 from search)  
**Generated:** 2026-08-10T17:55:10.260Z

## 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 | 4.7★ | 3,745 | #14618 |
| MyCal: AI Food Scanner | AppRover | 4.8★ | 4,886 | — |
| MacrosFirst - Macro Tracker | MacrosFirst, Inc. | 4.9★ | 20,160 | — |
| BitePal: Food Calorie Tracker | REFACE LITHUANIA UAB | 4.7★ | 52,523 | — |
| Bite AI: Photo Calorie Scanner | Omar Hammad | 4.6★ | 386 | — |
| AI Calorie Tracker:FoodPilot | Hong Kong Radiant Limited | 4.7★ | 2,393 | — |

## 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 | — |
| Hit Calorie:Calorie Scanner | Lambda International Limited | 4.0★ | 8 | — |
| CalScan AI - Calorie Tracker | Bryan Ellis | 4.8★ | 6 | — |
| AI Calorie Tracker - Food Scan | CD&D COMPANY LIMITED | 3.5★ | 2 | — |
| AI Food Scanner: Meal Planner | IOBits Technologies LLC | — | 0 | — |

## Related topics

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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%20scanner%20AI%20scanner%20AI%20scanner%20scanner%20scanner_