--- title: Querri Reviews meta\_title: 'Querri Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 12 reviews by the users' company size, role or industry to find out how Querri works for a business like yours. aggregate\_rating: rating\_value: 4.0 review\_count: 12 scale: '5' date\_modified: '2026-08-10' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Querri Reviews & Product Details Visit Website Querri is your whole data stack in one platform: storage, preparation, analysis, and dashboards. Business teams ask questions in plain English and get answers grounded in their own data, with no SQL to write, no warehouse to provision, and no separate semantic layer to license. Querri manages every layer rather than sitting on top of one. A managed data lake and warehouse are built in, so there's nothing to provision. Cleaning, joins, dedupe, and type casting run as versioned, re-runnable work. Metrics, entities, and relationships are defined once, so a definition means the same thing in a chat answer, a dashboard, and an export. Connectors pull from databases, warehouses, CRMs, SaaS apps, files, and APIs on a schedule, including HubSpot, Salesforce, NetSuite, Google BigQuery, Amazon Redshift, PostgreSQL, MySQL, and Microsoft SQL Server. Querri can read from APIs where no native connector exists. The data library and semantic layer build themselves. Querri's agents connect your sources, clean and model the data, and define what your metrics mean, so the semantic layer is shaped by the people who know the business instead of waiting on an engineering project. It sharpens with every question your team asks. Results are inspectable. Every question generates and saves the underlying Python code, so an analysis can be refreshed, reused, and scheduled rather than rebuilt. You can read a step-by-step explanation of any answer, see the generated code, and check which calculations were applied. Dashboards stay connected to the analysis underneath, meaning any dashboard can become the starting point for a new question rather than just a fixed report. Governance is enforced everywhere. Querri is certified and audited against SOC 2, ISO 27001, and HIPAA. Access policies apply at the row and column level to every answer, including AI queries, so the assistant only ever sees exactly what the person asking it can see. Zero rows of customer data are ever used to train models, and your data, models, and business logic stay yours. Querri also works inside the AI-tools teams already use. A built-in MCP server brings governed Querri data into Claude, ChatGPT, or Gemini without moving data or the need to rebuild the analysis. For product teams and enterprises, Querri can be white-labeled and embedded inside your own application, with your branding, your context, and your access controls. Querri fits best for: - Business, finance, operations, and marketing teams - Organizations without a large data engineering function - Teams whose data lives across several disconnected systems - Buyers replacing a warehouse, a BI tool, and a semantic layer with one platform - Anyone who needs analyses to be transparent, governed, and repeatable * * * Product Website Querri Seller [Querri](https://www.g2.com/sellers/querri) Discussions [Querri Community](https://www.g2.com/products/querri/discuss) Languages Supported Arabic, German, English, French, Hindi, Spanish Overview by Amy Ingram Show More ## Pricing Pricing provided by Querri. ### Free Free 15 Credits Per Month [ View More Pricing Information ](https://www.g2.com/products/querri/pricing) ## Querri Integrations (14) What do users say about integrations? Verified by Querri [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Agentforce Sales (formerly Salesforce Sales Cloud) ](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amplitude Analytics ](https://www.g2.com/products/amplitude-analytics/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") CharityTracker ](https://www.g2.com/products/charitytracker/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Customer.io ](https://www.g2.com/products/customer-io/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") eMaint ](https://www.g2.com/products/emaint/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Fin ](https://www.g2.com/products/fin/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud BigQuery ](https://www.g2.com/products/google-cloud-bigquery/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") HubSpot Sales Hub ](https://www.g2.com/products/hubspot-sales-hub/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") HubSpot Service Hub ](https://www.g2.com/products/hubspot-service-hub/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Microsoft SQL Server ](https://www.g2.com/products/microsoft-sql-server/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") MySQL ](https://www.g2.com/products/mysql/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") NetSuite ](https://www.g2.com/products/oracle-netsuite/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PostgreSQL ](https://www.g2.com/products/postgresql/reviews) Show More ![Elliot F.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Elliot F.") EF Elliot F. Mid-Market (51-1000 emp.) 4/15/2026 "Convenient for Data Automation, But Needs More Polish" 3.5/5 What do you like best about Querri? I use Querri for automating data cleaning and formatting projects. I like that setting up a project is easy and prompting the AI to do the required steps is straightforward. The fact that it saves as a project I can run over and over is really helpful. It's convenient and fast, unlike other AI services where I have to enter prompts each time. Review collected by and hosted on G2.com. What do you dislike about Querri? Reuploading or swapping out source files is not user friendly. Exporting/downloading results isn't as intuitive as I would like. Review collected by and hosted on G2.com. What problems is Querri solving and how is that benefiting you? I use Querri to automate data cleaning, like address formatting and capitalization, making projects easy to set up. I appreciate the reusable projects, which save time by storing prompts for repeated use, enabling fast and convenient data manipulation with different files. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![L Susan W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "L Susan W.") LW L Susan W. Small-Business (50 or fewer emp.) 3/4/2026 "Empowers Statistical Analysis with Ease" 4/5 What do you like best about Querri? I like how Querri translates my plain language requests into statistical analysis and provides not only the statistical test but also good visuals and a deeper explanation when requested. It feels like I have a partner in data analysis, something that I can check my understanding against. Review collected by and hosted on G2.com. What do you dislike about Querri? I found libraries and projects a bit confusing at first, but I'm figuring it out. Review collected by and hosted on G2.com. What problems is Querri solving and how is that benefiting you? Querri allows me to conduct statistical analysis without needing to return to other software that I haven't used for years. ,It provides detailed analyses with explanations. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Diego B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Diego B.") DB Diego B. COO Small-Business (50 or fewer emp.) 8/28/2024 "Simple UI, Easy to use yet powerful data interpreter" 4/5 What do you like best about Querri? It has a very easy to follow step by step set up which guides you to use the tool. The UI is simple and very easy to understand while it stays fast and scrispy even after adding big rows csv. It also able to interprete my prompt to a logical algorithm step by step and youre able to see these steps in real time as they are executed. It can both transformt the data, and plot charts with the data. Review collected by and hosted on G2.com. What do you dislike about Querri? There were several data sources in which the addition failed (using CSV files) and the execution of the prompts are somwhat slow but it also depend on the amount of data youre analizing. I would recommend them working on speed and overal results as request sometimes fail or take too long (specially for charts). Review collected by and hosted on G2.com. What problems is Querri solving and how is that benefiting you? It allows me to transform and clean my data with simple worded prompts, saving me hours of what it would have taken me do it in excel. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite AR Alison R. Sales Manager Mid-Market (51-1000 emp.) 12/6/2024 "Increase my overall business flexibleness." 4/5 What do you like best about Querri? Querri has given me a way of interpreting the natural language queries. It means I can query my data such as 'what are my top five selling products this quarter?' Querri also makeks it easy to follow along and understand the information that he is providing. Review collected by and hosted on G2.com. What do you dislike about Querri? I think that the data dashboarding features of Querri are rather limited. This two-step procedure is quite counterproductive annd slows down the workflow, even if it's applied to handle large and intricate data sets. Review collected by and hosted on G2.com. What problems is Querri solving and how is that benefiting you? With Querri, I am able to get answers to my questions from my data without having to involve other technical personnel. I also acquired the ability to solve tasks regarding customer tendencies, sales results, and marketing efficiency on my own. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Pricing Options Pricing provided by Querri. ### Free Free 15 Credits Per Month ### Pro $149.00 200 Credits Per Month ### Team $499.00 750 Credits Per Month [ View More Pricing Information ](https://www.g2.com/products/querri/pricing) ## Top-Rated Alternatives [ ![Tableau](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tableau") Tableau 4.4/5(3,785) ](https://www.g2.com/products/tableau/reviews) [ ![Domo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Domo") Domo 4.3/5(1,077) ](https://www.g2.com/products/domo/reviews) [ ![Validity Engage](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Validity Engage") Validity Engage 4.5/5(989) ](https://www.g2.com/products/validity-engage/reviews) [ View All Alternatives ](https://www.g2.com/products/querri/competitors/alternatives) ##### Categories on G2 [Data Preparation](https://www.g2.com/categories/data-preparation) ##### Explore More [Top-rated content creation platforms for agencies](https://www.g2.com/discussions/which-platform-is-best-for-agencies-needing-fast-polished-visuals-and-content-at-scale)[Best app to track office expenses](https://www.g2.com/discussions/what-is-the-best-app-to-track-office-expenses-in-2025)[Travel Management Platforms](https://www.g2.com/discussions/what-do-you-think-of-these-travel-management-platforms) [Best platforms for API monetization and usage tracking](https://www.g2.com/discussions/what-are-the-best-platforms-for-api-monetization-and-usage-tracking)[What are the best rated employee engagement platforms for startups?](https://www.g2.com/discussions/what-are-the-best-rated-employee-engagement-platforms-for-startups)[Pros and Cons Details](https://www.g2.com/products/querri/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)