1.7
303 reviews
Content rating
Everyone
10K+
Downloads
Content rating
Everyone
Learn more
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About this app

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
Updated on
Jan 16, 2026

Data safety

Safety starts with understanding how developers collect and share your data. Data privacy and security practices may vary based on your use, region, and age. The developer provided this information and may update it over time.
This app may share these data types with third parties
App info and performance
This app may collect these data types
Location and Photos and videos
Data is encrypted in transit
You can request that data be deleted

Ratings and reviews

1.7
293 reviews
S. Lynn Harper
January 23, 2023
This app is required by my employer but has never worked, is a waste of time, and even for the few who can get it to work it is tedious and cumbersome to use. Airplane mode doesn't work and even when I use my own data, which is secure it doesn't work. On WiFi it says unsecured network and freezes. This is the worst support app I've ever encountered.
48 people found this review helpful
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ParallelDots, Inc.
November 14, 2024
Hi ,We’re sorry to hear you had a frustrating experience. Could you please share more details so we can help resolve the issue? Your feedback is valuable, and we want to ensure you have a great experience with our app. You could write to us developer@paralleldots.com.
Paige Huff
December 8, 2024
Unfortunatly isles do vary drastically at stores and these camera lenses cannot keep a good photo with 4 ft wide isles at all. Need a zoom out option maybe would work or panoramic option even? So customers didn't compromise photo angles having to move from original position...other than that works pretty good. Used to leave tooany copies in phone then update made u not able to retrieve proof of photo which incurred more hours spent and travel back to location to retake photos :(
2 people found this review helpful
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ParallelDots, Inc.
December 30, 2024
Hi Paige , Can you please explain your issue more broadly to us on developer@paralleldots.com.
Tina Wood
July 10, 2024
If I could rate zero stars I would. Have to use this for my job. Worst app ever created. Losing hours and money because it doesnt work, says photos uploaded even when none are taken and will not refresh. The creators of this app need training or to look for work in other fields, because this is not the field for you. Avoid at all costs!!
6 people found this review helpful
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ParallelDots, Inc.
November 14, 2024
Dear Tina, We’re sorry to hear you had a frustrating experience. Could you please share more details so we can help resolve the issue? Your feedback is valuable, and we want to ensure you have a great experience with our app. You could write to us developer@paralleldots.com.

What’s new

Improvement and Bug Fixes
Content rating
Everyone
Learn more

App support

About the developer
ParallelDots, Inc.
developer@paralleldots.com
16192 Coastal Hwy Lewes, DE 19958-3608 United States
+91 91106 89034

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