--- title: Data Quality Analysis Dashboards Reviews meta_title: 'Data Quality Analysis Dashboards Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Data Quality Analysis Dashboards works for a business like yours. aggregate_rating: rating_value: 4.0 review_count: 2 scale: '5' date_modified: '2025-10-30' parent_category: name: Marketplace Apps url: https://www.g2.com/categories/marketplace-apps --- # Data Quality Analysis Dashboards Reviews **Vendor:** Salesforce Labs **Category:** [Salesforce AppExchange Apps](https://www.g2.com/categories/salesforce-appexchange-apps) **Average Rating:** 4.0/5.0 **Total Reviews:** 2 ## About Data Quality Analysis Dashboards Leveraging custom formula fields on many of the standard objects to record data quality and record completeness, the formulas are then depicted through dashboards to identify deficiencies in record data. ## Data Quality Analysis Dashboards Reviews ### 1. Data Quality to Kickstart Adoption **Rating:** 4.5/5.0 stars **Reviewed by:** Derek B. | Sales Operations Manager , Enterprise (> 1000 emp.) **Reviewed Date:** December 03, 2018 **What do you like best about Data Quality Analysis Dashboards?** Salesforce Labs data quality analysis dashboards is a simple yet effective way to measure adoption and the extent to which your users are successfully using Salesforce. Sometimes making fields and processes required is an artificial way of getting users to complete necessary information on records. Data Quality dashboards allow you to see which users are optimally using Salesforce to help them with their daily responsibilities. The app immediately gives you useful dashboards and reports hold users accountable and identify which users are low performing versus high performing. One of the best features is the ability to modify formulas on data quality fields on all standard objects to measure inputs on records which are most valuable to you and your business. For example, if you always want 5 fields completed on an account, you can bend the formulas on the object and, as a result, identify scores by each record and each user. This is a very effective way to determine how successful adoption is and consequently how successfully you have been training your team. Lastly, having the reports and dashboards prebuilt makes you look like a hero to the teams who want to analyze data quality. Salesforce Labs makes it easy for you implement one very useful tool to measure the success of your implementation. It gives you all main items to analyze right out of the box: missing data, scores, and user-by-user comparisons. **What do you dislike about Data Quality Analysis Dashboards?** The data quality dashboards have very few things to dislike. The only thing which can be frustrating is admins with little experience with formula fields. Salesforce Labs wrote very simple field formulas to drive the reports and dashboards but someone without any experience writing and editing formulas might have to complete some formula training to customize the data flowing into the dashboards. But if you’re an experienced formula writer, then this is not an impediment. **What problems is Data Quality Analysis Dashboards solving and how is that benefiting you?** As mentioned above, I am able to quickly measure adoption in terms of field completion on all standard objects. The dashboards help me to fulfill my objective of providing management with real time data regarding areas that users fail to enter needed data on fields. I can show my training team the overall average level of record completion for all standard objects and drill down to fields and users who are consistently not completeting them. Data such as this helps to measure our adoption and focus on ongoing training for users that need to be coached on how to better use Salesforce. We can show them their areas of weakness and examples of power users who are successfully completing the fields our business needs. ### 2. Using R, Power BI **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Biotechnology | Enterprise (> 1000 emp.) **Reviewed Date:** September 27, 2018 **What do you like best about Data Quality Analysis Dashboards?** Visualization and prediction and giving regression values **What do you dislike about Data Quality Analysis Dashboards?** Writing long sql codes,python codes and checking confidence intervals **What problems is Data Quality Analysis Dashboards solving and how is that benefiting you?** Sales, Supplychain - [View Data Quality Analysis Dashboards pricing details and edition comparison](https://www.g2.com/products/data-quality-analysis-dashboards/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-20+17%3A41%3A33+-0500&secure%5Bsession_id%5D=bcb79ee6-fff5-46f5-8dc1-75e4a311685a&secure%5Btoken%5D=52802934a8b3b52ffca3a82fb1d6b1b9e9391541e7a6dec51e9a27ae78b6f815&format=llm_user) ## Data Quality Analysis Dashboards Features **Agentic AI - Salesforce AppExchange Apps** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making