# Trax Retail vs CellarCo

The clearest difference is review sentiment: CellarCo at 100% against Trax Retail's 27%. CellarCo also leads on rating (4.9 vs 4.3). Trax Retail's advantage is ratings volume (2.1K vs 216). On price, update cadence, ads and in-app purchases there is nothing between them.

Both are free to download. Neither carries in-app purchases, so what you see is what you pay.

CellarCo holds the better App Store score, 4.9 against 4.3. That said, the two scores are not equally well evidenced: Trax Retail has 2.1K ratings behind it against 216, so its average is the more settled of the two. Written reviews point the same way: 27% of Trax Retail's written reviews are positive against 100% of CellarCo's.

Trax Retail ships an update every 10 days, CellarCo every 3 weeks. The most recent releases landed on October 24, 2026 and October 23, 2026 respectively.

## The numbers

| Metric | Trax Retail | CellarCo |
| --- | --- | --- |
| Price | Free | Free |
| Rating | [4.3 (2.1K ratings)](https://appshunter.io/ios/app/trax-retail/id1092946346/reviews) | **[4.9 (216 ratings)](https://appshunter.io/ios/app/cellarco/id6503164437/reviews)** |
| Number of ratings | **2.1K** | 216 |
| Positive reviews | 26.9% of reviews | **100.0% of reviews** |
| In-app purchases | No | No |
| Ads | No | No |
| Update frequency | **Every 10 days** | Every 3 weeks |
| Monetization | Freemium | Free with in-app purchases |
| Size | 68 MB | 44 MB |
| Requires iOS | **15.0** | 15.6 |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Age rating | 4+ | 17+ |
| Developer | [Trax Image Recognition](https://appshunter.io/developer/1114390999) | [Cellar Co AI](https://appshunter.io/developer/1748140759) |

## What reviewers say

### Trax Retail

[App page](https://appshunter.io/ios/app/trax-retail/id1092946346)

This app empowers consumer goods manufacturers and retailers to optimize in-store execution. It uses advanced computer vision to analyze store shelves from photos, providing real-time reports on shelf conditions and actionable insights for immediate improvements.

**Highlights:** Real-time mobile reports, Shelf analysis with computer vision, Distribution and share of shelf reporting, Out-of-stock detection, Planogram compliance checks, Automated KPI calculations, Offline reporting

**In-app purchases:** none

**What reviewers like**

- ✨ Easy to use
- 🚀 Quick to load

**What reviewers complain about**

- 🐛 Crashes and freezes frequently
- ⏱️ Slow and unresponsive
- 🤔 Confusing and not user-friendly
- 📷 Difficulty capturing full displays
- 🗺️ Location button not working as expected

**Reported bugs**

- Capture button not working
- Pictures not downloading properly
- App crashing after updates

**Requested features**

- Front-facing camera support
- Better organization and navigation
- Improved reliability and stability


### CellarCo

[App page](https://appshunter.io/ios/app/cellarco/id6503164437)

Enhance your beverage product knowledge and earn rewards by participating in educational campaigns from top alcohol brands. This app offers a user-friendly platform for distributor reps to gain insights, influence brands, and supplement their income.

**Highlights:** Boost product knowledge, Earn rewards for campaigns, Influence beverage brands, Real-time AI insights for brands, User-friendly interface, Diverse educational campaigns

**Features:** macOS Compatibility

**In-app purchases:** none


## Frequently asked questions

### Is Trax Retail free?

Trax Retail is free to download, with no in-app purchases.

### Is CellarCo free?

CellarCo is free to download, with no in-app purchases.

### Which has better reviews, Trax Retail or CellarCo?

CellarCo is rated higher. Trax Retail averages 4.3 out of 5 from 2.1K ratings, while CellarCo averages 4.9 from 216 ratings.

### Do Trax Retail or CellarCo have ads?

Neither Trax Retail nor CellarCo shows ads.

### Which is updated more often, Trax Retail or CellarCo?

Trax Retail ships an update every 10 days, and CellarCo every 3 weeks. Most recently, Trax Retail was updated on October 24, 2026 and CellarCo on October 23, 2026.

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*Compared by [AppsHunter](https://appshunter.io/) from daily US App Store data. Review summaries are generated from verbatim App Store reviews.*