# Clobotics Retail — Retail Execution Assistant > Computer vision app for retail execution, shelf analytics, and sales optimization. (iPhone/iPad app by Clobotics corporation.) - Source: https://appshunter.io/ios/app/clobotics-retail/id1589652732 (this page in markdown: same URL + `.md`) - Developer: [Clobotics corporation](https://appshunter.io/developer/1296737729) - Category: Business, Productivity - Price: Free - Rating: 1.60/5 from 56 App Store ratings · 31 written reviews indexed - Age rating: 4+ - Requires: iOS 14.0 · 124 MB - Languages: American English, Burmese, Canadian French, Italian, Brazilian Portuguese, Chinese (Simplified, China), European Spanish, Thai, Chinese (Traditional, Taiwan) - Released: 2022-01-01 - Data updated: 2026-08-22 - Monetization: free - User reviews in markdown: https://appshunter.io/ios/app/clobotics-retail/id1589652732/reviews.md ## What is Clobotics Retail? It provides accurate and comprehensive market data and analytics, aiming to significantly improve retail execution efficiency and boost sales revenue. Consumer goods manufacturers and retailers will be more equipped than ever to gain control and optimization at all points of sales. Clobotics’ mobile application is built on advanced computer vision algorithms designed specifically for retail. With Clobotics Retail Execution Assistant, field users can take images of the ambient shelves, coolers and secondary displays using our built-in stitching functionality, have them sent to our Clobotics Cloud and receive actionable mobile reports with immediate corrective actions within seconds. Clobotics provides a wide range of reports, not only for sales representatives, but also for supervisors, category managers, BI analysts and so on, supporting the calculation of different kinds of customized KPIs, including but not limited to share of shelf, out of stock, planogram compliance and POSMs detection. ## Key features - Computer vision shelf analysis - Image stitching functionality - Instant mobile reports - Actionable corrective actions - Share of shelf tracking - Out-of-stock detection - Planogram compliance checks ## Recent user reviews (10 of 31) All indexed reviews: https://appshunter.io/ios/app/clobotics-retail/id1589652732/reviews.md ### 1/5 — Log in *2026-04-18, version 4.0.16* It did not let me log in even though I know I correctly put in my information. ### 4/5 — I’m happy *2026-03-18* I have yet to submit data from a store visit that has completely passed everything but even with certain shelves not being accepted I’ve made a lot of money. I’m still figuring it out and learning. I wish that in the new video mode it could be cropped afterwards to not show below the lowest shelf or above the highest because I tried every different lens today and made many attempts to get a perfect fit but nothing was a perfect fit, at least not that I could walk down the aisle and it remain perfect. Also it would be extremely helpful if there was a way to leave notes when submitting a job because sometimes you run into different issues that are not expected and definitely not covered in the instructions. Just having the ability to explain would be great. Also is ClickW the only place where I can find locations? If there’s other platforms or ways ways to find jobs please I would be grateful to be informed! Thanks! ### 1/5 — If you are coming for a job DO NOT USE THIS APP *2025-08-16* Like someone else said I should have known better by looking at the reviews. I use an app where you have to go to a location and snap photos of the aisles, but you have to use this app in order to do that. I have drove an hour now to do this job and I can’t even login. It just keeps giving me an error so I’m going to lose this job. So far, it has done it with every single job. Just stay away from it. It’s not even worth it. It’s not worth the stress of even trying. Trust me I would’ve loved the money, but apparently that was wishful thinking. ### 1/5 — Hard to use *2025-06-03* I needed to download this app because it is required for a store visit no problem logging in to the app option to take a picture or video is really bad the photos or videos are so blurry and its hard to take a photo especially if the isles on the store are to close to each other my camera phone is so much better its really hard to use would not recommend this to anyone ### 5/5 — I don’t understand *2025-03-16* I don’t understand why this app has so low ratings when it’s absolutely brilliant how this app work take a little patience and tada your connected. Love the App🫵🏾 ### 1/5 — Trash app *2025-01-08* Figured this could be a fun away to get out of the house since I work from home. As a developer I will never ever touch a product this company puts out. Incredible waste of time. ### 1/5 — Is This Real? *2024-10-15* Is this even a real app? Nothing works. You can download the app but not use it because there’s nowhere to create an account. I don’t know why mystery shoppers et al even use this app as it’s completely useless. The link on their website to the app takes you to a blank white page. The customer contact link is a long page of data fields and who knows where in the void that goes after submitting it. I felt like I was being punked trying to get this to work, and to no avail. ### 1/5 — Can’t even create a profile *2024-10-04, version 3.13.9* The login screen appears, but there’s no option to create a profile. Now I can’t do this job that I already drove to?? ### 1/5 — Battery Hog, Lags and SLOW uploads! *2024-09-07* This app eats battery like nobody’s business. It will also start running slow and makes photography unusable. And then there is the file upload process. After completing a job, this takes an hour if you are lucky. Even over Verizon’s 5GUW network. This app is a hot mess and needs to be updated with tons of fixes! ### 1/5 — Can not even get app to open after downloading *2024-08-08, version 3.13.6* Not working! Can not even get logged in to use the app. ## Frequently asked questions about Clobotics Retail ### What does Clobotics Retail do? Clobotics Retail is a mobile application that uses advanced computer vision algorithms to analyze retail environments. It helps improve retail execution efficiency and boost sales by providing accurate market data and analytics. Field users can capture images of shelves and displays, which are then processed to generate actionable reports with immediate corrective actions. ### What are the key features of Clobotics Retail? Key features include computer vision-based shelf analysis, an image stitching functionality for capturing comprehensive shelf views, and the ability to send images to the Clobotics Cloud for processing. Users receive instant mobile reports with actionable insights, supporting tasks like tracking share of shelf, detecting out-of-stock situations, and verifying planogram compliance. ### Is Clobotics Retail free to use? Based on the provided information, the application is listed as 'free'. This suggests that there are no upfront costs to download or use the basic functionalities of the app. However, it's always advisable to check for any potential premium features or services that might be offered separately. ### Who is the target audience for Clobotics Retail? This application is designed for consumer goods manufacturers and retailers. Specifically, it benefits field users such as sales representatives, supervisors, category managers, and BI analysts who need to gain control and optimize operations at all points of sale. It equips them with data and insights to improve retail execution and drive sales revenue. ### What kind of reports can I generate with Clobotics Retail? Clobotics Retail provides a wide range of reports for various roles within a retail organization. These reports support the calculation of customized KPIs, including but not limited to share of shelf, out-of-stock levels, planogram compliance, and detection of point-of-sale materials (POSMs). These reports offer actionable insights for immediate corrective actions. ## Version history (last 5 releases) ### 4.0.25 — 2026-08-19 - Improved image upload progress and reliability. - Fixed multilingual switching issues in the camera. - Improved task image submission with pre-validation and user confirmation. - Fixed questionnaire validation and Plan list refresh issues. - Additional camera improvements and bug fixes. ### 4.0.24 — 2026-06-22 Enhance the user experience ### 4.0.23 — 2026-05-17 Hotfix ### 4.0.22 — 2026-05-09 bugfix. ### 4.0.20 — 2026-04-19 This update fixes issues related to camera capture, task navigation, login loading, plan list refresh, and gallery data management. It also improves selected multilingual copy for a smoother and more stable experience. ## Apps similar to Clobotics Retail | App | Rating | Price | Category | | --- | --- | --- | --- | | [Envysion](https://appshunter.io/ios/app/envysion/id1097606625) | 3.2 (37) | Free | Business | | [Profit Bandit](https://appshunter.io/ios/app/profit-bandit/id472190829) | 3.2 (5) | Free | Business | | [ShelfWatch](https://appshunter.io/ios/app/shelfwatch/id1498946973) | 1.4 (20) | Free | Business | | [MyWalmart Experiments](https://appshunter.io/ios/app/mywalmart-experiments/id6748808804) | 3.0 (12) | Free | Business | | [Scoutify 2](https://appshunter.io/ios/app/scoutify-2/id1280833244) | 2.8 (141) | Free | Business | | [Modisoft Back Office](https://appshunter.io/ios/app/modisoft-back-office/id1021352972) | 4.0 (43) | Free | Business | ## More apps by Clobotics corporation - [KONet](https://appshunter.io/ios/app/konet/id1449935861) - [FIT - Freshness Index Tracker](https://appshunter.io/ios/app/fit-freshness-index-tracker/id6761455068) - [SAM - Store Master](https://appshunter.io/ios/app/sam-store-master/id6776214170) - [SAC - Store Companion](https://appshunter.io/ios/app/sac-store-companion/id6776225069) All apps by Clobotics corporation: https://appshunter.io/developer/1296737729 ## Related topics [clobotics](https://appshunter.io/ios/topics/clobotics) · [clobotics retail](https://appshunter.io/ios/topics/clobotics-retail) · [guinness retail](https://appshunter.io/ios/topics/guinness-retail) · [retail execution](https://appshunter.io/ios/topics/retail-execution) · [sap retail execution](https://appshunter.io/ios/topics/sap-retail-execution) --- *Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-22.*