DataForce Contribute vs Clobotics Retail
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
DataForce Contribute
This app allows freelance contributors to complete various data collection projects for an AI solutions company. Tasks include capturing photos, recording videos and audio, and visiting locations to gather information and media.
- Take or share photographs
- Record or share short video clips
- Record or share sound/speech samples
- Visit locations for information gathering
- Location-specific reporting
- Camera, file, microphone, and location permissions
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What is DataForce Contribute? DataForce Contribute is a mobile application which enables freelance contributors to work on a variety of projects for DataForce by TransPerfect, the AI Solutions division of TransPerfect Translations Inc. Where can I find DataForce projects? You can find all DataForce freelance work opportunities here: https://dataforcecommunity.transperfect.com For some of these projects you will need to install DataForce Contribute in order to complete the tasks. Should you have any questions about these opportunities please contact DataForce.Sourcing@transperfect.com What can you do with the app? The projects you may be asked to participate in will involve some or all of the following: - taking or sharing photographs of specified objects, people or situations, - recording or sharing short video shots in accordance to the specifications, - recording or sharing sound or speech samples as specified in the instructions, - visiting places to provide information and media recorded there. What is needed to reap full benefits of the app? Because of the nature of media collections and activities that the app facilitates, DataForce Contribute will request several permissions for you to be able to perform the projects described above. In all cases the app requires access to the permissions only when in use to ensure your full control. The “when in use” permissions you need to grant include: - camera access (taking photos and recording video clips), - files and multimedia access (sharing photos and other media files selected by you, from your device), - microphone (recording sounds or speech samples), - location (for location-specific reporting of information). Please note that you will actively select the files to be shared and will always be aware of what and when you are sharing.
Clobotics Retail
Enhance retail execution and boost sales with advanced computer vision. Field users can capture shelf images, receive instant analytics, and get actionable reports for immediate corrective actions. Optimize share of shelf, out-of-stock situations, and planogram compliance.
- Computer vision shelf analysis
- Image stitching functionality
- Instant mobile reports
- Actionable corrective actions
- Share of shelf tracking
- Out-of-stock detection
- Planogram compliance checks
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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.
Screenshots
Verdict
DataForce Contribute and Clobotics Retail are too close to call on the numbers: across 10 compared parameters — price, rating, review sentiment and ratings volume among them — neither pulls far enough ahead to decide it. What separates them is feature set and interface, not measurable difference.
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. Neither carries in-app purchases, so what you see is what you pay.
On the App Store both sit at effectively the same score — 1.6 for DataForce Contribute against 1.6 for Clobotics Retail. Both are backed by a comparable volume of ratings — 59 and 58 respectively. Written reviews are what separate them: 3% of DataForce Contribute's written reviews are positive against 10% of Clobotics Retail's.
DataForce Contribute ships an update monthly, Clobotics Retail fortnightly. Both last shipped on October 4, 2026.
| Parameter | DataForce Contribute | Clobotics Retail |
|---|---|---|
| Price | Free | Free |
| Rating | 1.6 (59 ratings) | 1.6 (58 ratings) |
| Positive reviews | 2.5% of reviews | 9.7% of reviews — better |
| Number of ratings | 59 — better | 58 |
| Update frequency | Monthly | Fortnightly — better |
| Ads | No | No |
| In-app purchases | No | No |
| Monetization | Free | Free |
| Devices | iPhone, iPod | iPhone, iPad, iPod — better |
| Requires iOS | 14.0 — better | 15.0 |
| Further details — not scored | ||
| Size | 80 MB | 131 MB |
| Age rating | 4+ | 4+ |
| Developer | TransPerfect | Clobotics corporation |
Customer experience
DataForce Contribute
Clobotics Retail
In-app purchases
DataForce Contribute
No in-app purchases
Clobotics Retail
No in-app purchases
Questions
Is DataForce Contribute free?
Is Clobotics Retail free?
Which has better reviews, DataForce Contribute or Clobotics Retail?
Do DataForce Contribute or Clobotics Retail have ads?
Which is updated more often, DataForce Contribute or Clobotics Retail?
Other comparisons
