Snap2Insight vs Clobotics Retail
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
Snap2Insight
This app enables field teams in consumer goods companies and merchandisers to capture images of retail environments. It focuses on documenting shelves, promotional displays, and other in-store placements for analysis.
- Retail store photo collection
- Shelf analysis
- Trade promotion documentation
- Display and secondary location capture
- Field force data collection
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Snap2Insight mobile app allows field force of consumer goods companies (CPGs) or third party merchandisers (SMAs) to collect photos of retail stores, especially shelves, trade promotions, displays and other secondary locations
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
The clearest difference is rating: Snap2Insight at 2.6 against Clobotics Retail's 1.6. Clobotics Retail's advantage is ratings volume (58 vs 8) and review sentiment (10% vs 0%). On price, update cadence, ads and in-app purchases 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. Neither carries in-app purchases, so what you see is what you pay.
Snap2Insight holds the better App Store score, 2.6 against 1.6. That said, the two scores are not equally well evidenced: Clobotics Retail has 58 ratings behind it against 8, so its average is the more settled of the two. Written reviews complicate that: 0% of Snap2Insight's written reviews are positive against 10% of Clobotics Retail's, so the app with the better star average is not the one people write more warmly about.
Snap2Insight ships an update every 3 weeks, Clobotics Retail fortnightly. The most recent releases landed on September 18, 2026 and September 13, 2026 respectively.
| Parameter | Snap2Insight | Clobotics Retail |
|---|---|---|
| Price | Free | Free |
| Rating | 2.6 (8 ratings) — better | 1.6 (58 ratings) |
| Positive reviews | 0.0% of reviews | 9.7% of reviews — better |
| Number of ratings | 8 | 58 — better |
| Update frequency | Every 3 weeks | Fortnightly — better |
| Ads | No | No |
| In-app purchases | No | No |
| Monetization | Free | Free |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Requires iOS | 15.1 | 15.0 — better |
| Further details — not scored | ||
| Size | 91 MB | 131 MB |
| Age rating | 17+ | 4+ |
| Developer | Snap2Insight Inc | Clobotics corporation |
Customer experience
Snap2Insight
Clobotics Retail
In-app purchases
Snap2Insight
No in-app purchases
Clobotics Retail
No in-app purchases
Questions
Is Snap2Insight free?
Is Clobotics Retail free?
Which has better reviews, Snap2Insight or Clobotics Retail?
Do Snap2Insight or Clobotics Retail have ads?
Which is updated more often, Snap2Insight or Clobotics Retail?
Other comparisons
