ShelfWatch vs Best Rep
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
ShelfWatch
This app uses advanced image recognition to analyze retail shelves. Merchandisers can capture shelf photos to receive reports on stock levels, compliance, and product placement for immediate store improvements.
- Image recognition for product identification
- Share of Shelf analysis
- Out of Stock detection
- Planogram compliance checks
- Point of Sales material monitoring
- Offline photo processing
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ParallelDots' state-of-the-art mobile application, ShelfWatch is built on leading-edge image recognition algorithms to identify products on the retail shelf. ShelfWatch allows merchandisers and sales reps to take a photo of the retail shelf, upload it to ParallelDots cloud and quickly get an actionable report on immediate corrective actions to be taken in the store ShelfWatch delivers the following KPIs in the mobile report: 1. Share of Shelf 2. Out of Stock 3. Planogram Compliance 4. Point of Sales Materials presence and compliance Key features of ShelfWatch are: - Integration with route plans - Questionnaires and surveys - Offline blur and angle detection in photos - Image stitching - Historical store data Note: To use the ParallelDots ShelfWatch mobile app with your business data, you must have an annual subscription of ParallelDots ShelfWatch, with mobile services enabled by our customer success team.
Best Rep
Build personal credibility by creating a profile, requesting endorsements, and generating referrals. Facilitate company reviews and manage referral payouts directly within the app. Connect with your company for enhanced visibility.
- Personal profile page
- Request endorsements
- Generate referrals
- Set referral payouts
- Two-way messaging with referrals
- Company review generation
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The only app where representatives can build their own personal credibility, generate personal referrals, and generate Google My Business reviews and reviews on BestCompany.com for their company CREDIBILITY: - Get a personal profile page on bestcompany.com - Add a personal image of you - Write a brief "about me" bio - Link to your Instagram, Facebook, and Linkedin accounts - Request endorsements with the click of a button that will be presented on your personal profile page and available to share with any prospect you are speaking with - Customize the text that is sent when you request an endorsement, or choose from a library of templates you can create - Send endorsement requests to one contact or multiple contacts at once. Choose contacts from your phone or from saved contacts in the app - Earn awards from bestcompany.com REFERRALS - Request referrals with the click of a button - Set payouts for those referrals with the click of a button. Offer a hybrid payout upon referral and another payout upon sale, or just one or the other. You choose! - Customize the text that is sent to the customer when you request a referral, or choose from a library of templates you can create - Send referral requests to one contact or multiple contacts at once. Choose contacts from your phone or from saved contacts in the app - See full attribution of a referral (who referred them, how much you offered to pay, etc) within the app. - Two way messaging with referrals. You respond within the app while the referral is getting messages over text. - One click payment to referrers FOR COMPANY (only available if you decide to connect) - Connect to your company who is listed on bestcompany.com and the company will be mentioned on your personal profile page - Company is added into the endorsement process so customers can endorse you and also review your company Terms of Use: https://bestcompany.com/terms-conditions
Screenshots
Verdict
The clearest difference is review sentiment: Best Rep at 100% against ShelfWatch's 0%. Best Rep also leads on rating (5.0 vs 1.4) and update cadence (every 9 days vs every 3 weeks). ShelfWatch's advantage is in-app purchases (none vs 3) and ratings volume (20 vs 4). On price, ads and device support there is nothing between them.
Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS
Both are free to download. Best Rep sells 3 in-app purchases, starting at $24.99 per month. ShelfWatch asks for nothing beyond the download.
Best Rep holds the better App Store score, 5.0 against 1.4. That said, the two scores are not equally well evidenced: ShelfWatch has 20 ratings behind it against 4, so its average is the more settled of the two. Written reviews point the same way: 0% of ShelfWatch's written reviews are positive against 100% of Best Rep's.
ShelfWatch ships an update every 3 weeks, Best Rep every 9 days. The most recent releases landed on October 8, 2026 and September 30, 2026 respectively.
| Parameter | ShelfWatch | Best Rep |
|---|---|---|
| Price | Free | Free |
| Rating | 1.4 (20 ratings) | 5.0 (4 ratings) — better |
| Positive reviews | 0.0% of reviews | 100.0% of reviews — better |
| Number of ratings | 20 — better | 4 |
| Update frequency | Every 3 weeks | Every 9 days — better |
| Ads | No | No |
| In-app purchases | No — better | Yes |
| Monetization | Subscription | Freemium — better |
| Devices | iPhone, iPad, iPod — better | iPhone, iPad |
| Requires iOS | 13.0 — better | 16.0 |
| Further details — not scored | ||
| Size | 27 MB | 84 MB |
| Age rating | 4+ | 4+ |
| Developer | ParallelDots, Inc. | BestCompany.com LLC |
Customer experience
ShelfWatch
Best Rep
In-app purchases
ShelfWatch
No in-app purchases
Best Rep
- Premium Access7 Days trial$24.991 Month
- Premium Access$24.991 Month
- Premium Access$299.991 Year









