--- title: Seemore Data Reviews meta\_title: 'Seemore Data Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 13 reviews by the users' company size, role or industry to find out how Seemore Data works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 13 scale: '5' date\_modified: '2026-07-17' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Seemore Data Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Seemore Data but has limited features. Are you part of the Seemore Data team? [Upgrade your plan](https://my.g2.com/seemore-data/upgrade?utm_campaign=s3&utm_medium=claim-popup&utm_source=g2) to enhance your branding and engage with visitors to your profile! Seemore Data is an autonomous data efficiency platform purpose-built for Snowflake cost optimization and end-to-end data warehouse optimization. It uses a context-aware AI agent to continuously analyze, explain, and optimize cost, performance, and usage across Snowflake and the modern data stack. Unlike passive dashboards, Seemore acts as an autonomous agent, automatically right-sizing warehouses, eliminating idle compute, and preventing cost anomalies before they escalate. With deep lineage and business context, teams can trace every dollar spent back to queries, pipelines, dashboards, and owners. The result: predictable Snowflake spend, faster performance, and data teams that scale impact without adding headcount. * * * Seller [Seemore Data](https://www.g2.com/sellers/seemore-data) Discussions [Seemore Data Community](https://www.g2.com/products/seemore-data/discuss) Languages Supported English Overview by Dekel Wiesman (Global Marketing executive with extensive GTM experience spanning over 15 years. Scaling B2B2C hyper-growth startups up to $Bn public ventures - Aggua, Medallia, Panaya & Trendemon) Show More ## Pricing Pricing provided by Seemore Data. ### Get Started Free Trial 1 Seats Per Year ### The Full Seemore Contact Us 50 Seats Per Year [ View More Pricing Information ](https://www.g2.com/products/seemore-data/pricing) ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,365) ](https://www.g2.com/products/databricks/reviews) [ ![SAS Viya](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SAS Viya") SAS Viya 4.3/5(818) ](https://www.g2.com/products/sas-sas-viya/reviews) [ View All Alternatives ](https://www.g2.com/products/seemore-data/competitors/alternatives) ## User Insights Average based on 13 real user reviews. [Log in to unlock pricing and user insights](/login) ## Seemore Data Integrations (4) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") dbt ](https://www.g2.com/products/dbt/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Slack ](https://www.g2.com/products/slack/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Snowflake ](https://www.g2.com/products/snowflake/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Tableau ](https://www.g2.com/products/tableau/reviews) Show More ZB Zach B. Director of Data Mid-Market (51-1000 emp.) 2/9/2026 "Strong cost savings and lineage, fast-moving product" 5/5 What do you like best about Seemore Data? What I like best about Seemore Data is how responsive the team is to customer feedback - they turn our suggestions into shipped features really quickly, which makes the platform feel like it’s evolving alongside our needs. A standout example is the Auto Shutdown for Warehouses feature: it’s a great addition that’s been easy to adopt and has already saved us a meaningful amount of money by reducing unnecessary warehouse runtime. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? The main downside is that navigation can be a bit confusing - there are many menus and feature areas, and it’s not always intuitive where a specific setting or capability lives. As the platform continues to expand, it can take extra time to remember where to go, which slows down day-to-day workflows. One improvement that would be really valuable is an AI assistant that can take a natural language request (for example, “show me warehouse spend last month by team” or “set up auto shutdown rules”) and either direct you to the right page with a link, or even pre-fill the relevant filters and configuration so you don’t have to hunt through menus and set everything up manually. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Before using Seemore Data, we struggled to consistently identify cost optimization opportunities in our Snowflake environment and had limited visibility into how data flowed across tables, models, and teams. Optimization was mostly manual and reactive, and Snowflake’s native lineage capabilities weren’t sufficient for understanding real usage and dependencies at scale. With Seemore Data, we now get clear, actionable recommendations on how to optimize our data workloads, and in some cases those optimizations can be automated for us. This has directly helped reduce warehouse and compute costs and removed a lot of guesswork from cost management. In addition, Seemore’s lineage capabilities give us a much deeper and more reliable view of data dependencies than Snowflake alone, which has improved our confidence when making changes and significantly reduced the risk of breaking downstream consumers. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![John H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "John H.") JH John H. Staff Data Engineer Enterprise (\> 1000 emp.) 1/20/2026 "Helpful End-to-End Data Visibility with Responsive Seemore Data Support" 4.5/5 What do you like best about Seemore Data? The end-to-end view of our data assets is very helpful. We appreciate the ability to manage license utilization and database optimization in a single location. Some of the auto-optimization features are very promising. The Seemore Data team is also incredibly helpful and responsive. Cost is also very reasonable. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? The platform is promising, but I can imagine some other teams overlooking the product due to its nascency. This isn't really a problem for us, but the product's "youth" shines through from time to time. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? E2E observability is really the main thing. This is incredibly useful for us, and it makes optimization across multiple platforms much more attainable. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Dávid K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dávid K.") DK Dávid K. Data Engineer Enterprise (\> 1000 emp.) 2/4/2026 "Clear, Easy-to-Use UI with Continuous Team Support" 4.5/5 What do you like best about Seemore Data? Clear, easily understandable UI. Continuous support from the team! Review collected by and hosted on G2.com. What do you dislike about Seemore Data? I don't have anything for this question in particular. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Reducing costs by the smart features. E.g auto-suspend, auto-clustering etc Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Computer Games](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Games") UC Verified User in Computer Games Mid-Market (51-1000 emp.) 1/28/2026 "Easy to Use, Great Support, and Cost-Saving Value" 4.5/5 What do you like best about Seemore Data? It’s easy to use, the customer support is great, and it’s a great way to save on costs. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? Since we also use BigQuery at our company, it would be great if this were supported as well. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Identify unused datasets, improve the overall performance of the data models and save cost. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Wojciech W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Wojciech W.") WW Wojciech W. Head of Data Warehouse Mid-Market (51-1000 emp.) 6/7/2023 "Cross cloud data governance made easy!" 5/5 What do you like best about Seemore Data? With little to no effort we were able to create lineage for a data report which combines tables from both GCP BigQuery and AWS Redshift. Onboarding our data platform was simple, with a help from amazing support team at Aggua. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? The team would say "yes, we can do it" to any edge case request. And they delivered on everything! But if you're sceptical about hearing "yes" all the time (most of us are), then this might be a challenging team to work with. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? We have two data platforms on two different tech stacks. Each with it's own documentation, or data catalogue. Working on anything across the organisation (a report, data governance, metric, audit, etc) is very time consuming and requires involving SMEs from both parts of the organisation. With Aggua, we have everything in one place. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite SM Somenath M. Sr. Automation Architect Enterprise (\> 1000 emp.) 3/7/2023 "Complete Data Mangement Platform - Go for it!!!" 4.5/5 What do you like best about Seemore Data? It makes the data discovery and onboarding very convenient.Single platform to answer questions about my data. The lineage capabilities are must have. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? Honestly I don't have any negative points in my mind a this time. I may come back later on this Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? The data discovery and onboarding is very easy Review collected by and hosted on G2.com. Show More Response from Dekel Wiesman of Seemore Data [Editedit](https://www.g2.com/survey_responses/seemore-data-review-7803593/official_response/edit) Thank you Somenath, appreciate you taking the time to review Aggua! We value your feedback. It gives us motivation to make our product even better. Check out our new Cost Management & Optimization solution offering » [See how Seemore Data improved](https://www.aggua.io/your-data-cost) 4/12/2023 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Hannan K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hannan K.") HK Hannan K. Data Engineering Team Leader Mid-Market (51-1000 emp.) 5/9/2023 "Getting to know your system" 4.5/5 What do you like best about Seemore Data? When we first got a "legacy" of undocumented processes, Aggua made it easy for me to understand the flows and pipelines, and better visualize the bottlenecks once stakeholders complained that the reporting layer is not correct. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? The lineage of complex processes with multiple dependencies makes it a little bit difficult to focus for the end user, Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Aggua initially focused on data lineage and observability. When we first began to look into old processes that my team didn't build, it helped us understand the flows and the relations between tasks, jobs, and eventually to focus on the business layer, and the impact of failures during the pipeline on the layer. Review collected by and hosted on G2.com. Show More Response from Dekel Wiesman of Seemore Data [Editedit](https://www.g2.com/survey_responses/seemore-data-review-8048391/official_response/edit) Thank you Hannan for the kind review and for the great job you're doing on Aggua's platform. Looking forward to continue our collaboration and growing together with you business. Keep up the good work! Current UserValidated ReviewerIncentivizedSource: Organic ![Harish K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Harish K.") HK Harish K. Associate Software Engineer Small-Business (50 or fewer emp.) 8/2/2023 "Catalog automation of data" 5/5 What do you like best about Seemore Data? Flows and Pipelines are easily understandable through Aggua. Advanced and lineage capabilities. Importation of data is made simple. Review collected by and hosted on G2.com. What do you dislike about Seemore Data? As of my knowledge, I don't find any flaws in Aggua. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? It focuses on data lineage and observability. User friendly and helps us in automating data mapping and data catalog procecces. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 6/16/2023 "Data Lineage on Steroids" 5/5 What do you like best about Seemore Data? Most intuitive data lineage solution, with great UI/UX, Column Level instead of Table. Definitely a game changer! Review collected by and hosted on G2.com. What do you dislike about Seemore Data? Support and customer care can be improved, however everything was communicated in a timely manner. Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Data Lineage and dependencies mapping Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 6/18/2023 "Next Gen Data Management Platform" 4.5/5 What do you like best about Seemore Data? Very advanced catalog and lineage capabilites Review collected by and hosted on G2.com. What do you dislike about Seemore Data? Missing data governance, quality and observability capabilities Review collected by and hosted on G2.com. What problems is Seemore Data solving and how is that benefiting you? Catalog data assets and map data flow in the pipeline Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ## Pricing Options Pricing provided by Seemore Data. ### Get Started Free Trial 1 Seats Per Year ### The Full Seemore Contact Us 50 Seats Per Year [ View More Pricing Information ](https://www.g2.com/products/seemore-data/pricing) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Data Governance](https://www.g2.com/categories/data-governance-tools)[Database Monitoring](https://www.g2.com/categories/database-monitoring) [Data Quality](https://www.g2.com/categories/data-quality)[Data Governance](https://www.g2.com/categories/data-governance-tools)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Cloud Cost Management](https://www.g2.com/categories/cloud-cost-management)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms)[Data Observability](https://www.g2.com/categories/data-observability)[Data Mapping](https://www.g2.com/categories/data-mapping) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What are the most trusted education ERP suites by directors of operations at higher education institutions based on user reviews?](https://www.g2.com/discussions/what-are-the-most-trusted-education-erp-suites-by-directors-of-operations-at-higher-education-institutions-based-on-user-reviews)[Best tool for managing sales engagements](https://www.g2.com/discussions/best-tool-for-managing-sales-engagements)[Top tools for identifying and securing digital assets](https://www.g2.com/discussions/top-tools-for-identifying-and-securing-digital-assets) [Which AR content management systems avoid per-model pricing that fragments project budgets?](https://www.g2.com/discussions/which-ar-content-management-systems-avoid-per-model-pricing-that-fragments-project-budgets)[PuTTY vs MobaXTerm vs SecureCRT for IT teams comparing terminal emulators across Windows, Linux, and cross-platform deployment scenarios: which handles the widest range without switching tools?](https://www.g2.com/discussions/putty-vs-mobaxterm-vs-securecrt-for-it-teams-comparing-terminal-emulators-across-windows-linux-and-cross-platform-deployment-scenarios-which-handles-the-widest-range-without-switching-tools)[Pros and Cons Details](https://www.g2.com/products/seemore-data/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)