Best Analytics Platforms - Page 5

How Many Analytics Platforms Products Does G2 Track?

Total Products under this Category: 607

Category Stats (Oct 2026)

  • Average Rating: 4.52/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: inzicht (+3.71%) - Among all products in this category, inzicht recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 29,800+ Authentic Reviews
  • 607+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Analytics Platforms

G2 Grid® for Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Microsoft Power BI, Tableau, Databricks, Alteryx, SAS Viya, Domo, Sigma, and Looker.

Underlying data: [Grid® JSON](https://www.g2.com/categories/analytics-platforms/grids.json?focus%5B%5D=microsoft-microsoft-power-bi&focus%5B%5D=tableau&focus%5B%5D=databricks&focus%5B%5D=alteryx&focus%5B%5D=sas-sas-viya&focus%5B%5D=domo&focus%5B%5D=sigma-computing-sigma&focus%5B%5D=looker)

Mode

Mode is the first BI platform to embrace the way modern data teams work, which enables data leaders to drive more efficient, higher impact analysis and increased data maturity through true self-service. As the unified intelligence layer, Mode maximizes modern data stack ROI and turns data into a competitive advantage for leading businesses across all sectors and stages.

Average Rating: 4.5/5.0

Total Reviews: 319

How Do G2 Users Rate Mode?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.1/10 (Category avg: 8.4/10)
  • Reports Interface: 8.7/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Mode?

  • Seller: Mode Analytics, Inc.
  • Year Founded: 2013
  • HQ Location: San Francisco, California
  • Twitter: @ModeAnalytics
    6,658 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    699 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Scientist, Data Analyst
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Medium, 29% Large

What Do G2 Reviewers Say About Mode?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface and robust feature tracking, enhancing self-service exploration and data analysis.
  • Users highlight the customization options in Mode, enabling tailored experiences for both analysts and business users.
  • Users find the ease of implementation with Mode's SSO functionality enhances accessibility and efficiency across the organization.
  • Users appreciate the ease of use in Mode, benefiting from a clean UI and role-based features for all.
  • Users value the efficiency of Mode, benefiting from clear visibility and streamlined data analysis for all roles.
Cons
  • Users find the complex setup challenging for non-technical users, requiring significant admin support for authentication.
  • Users find complex usage a barrier, especially for less technical users needing significant admin support for onboarding.
  • Users find that on-boarding less technical users is challenging, as it requires substantial admin support for data integration.
  • Users find difficult learning curves for onboarding less technical users, requiring admin support for effective integration.
  • Users find initial difficulty in onboarding less technical users, requiring substantial support for effective integration.

What Are Recent G2 Reviews of Mode?

Cloudera

Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights. The world’s largest brands across all industries rely on Cloudera to transform decision-making and ultimately boost bottom lines, safeguard against threats, and save lives. Cloudera Anywhere Cloud™: Build and scale applications across any environment. The modular hybrid data and AI platform engineered for the agentic era empowers teams to deploy production-grade data and AI workloads across multi-cloud, on-premises, and sovereign environments while maintaining digital sovereignty. The Cloudera data and AI platform includes: Cloudera AI: Deploy and scale any AI model, anywhere. Cloudera brings compute to governed data where it lives for Private AI anywhere by design. Complete control, security, and governance of mission-critical data, models, agents, and inference ensure faster sovereign AI deployments. Cloudera Data-in-Motion: Make fast decisions from real-time data anywhere. Move data with any structure from any source to any destination seamlessly across hybrid environments, enabling in-the-moment business-critical decisions by processing and analyzing real-time data anywhere, from the edge to AI, as business happens. Cloudera Open Data Lakehouse: Process any data, anywhere, for actionable insights. Make smart decisions with an open data lakehouse powered by Apache Iceberg that delivers trusted, reliable, and unified data to fuel agents, AI applications, and analytics, improving collaboration, breaking silos, and simplifying sharing. Cloudera Unified Data Fabric: Unify security and governance across the entire data estate. Move beyond fragmented data management: Break down silos and connect disparate data sources intelligently and securely to provide a unified view of all organizational data and centralized end-to-end control across complex hybrid data environments.

Average Rating: 4.2/5.0

Total Reviews: 199

How Do G2 Users Rate Cloudera?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 6.1/10 (Category avg: 8.4/10)
  • Reports Interface: 7.1/10 (Category avg: 8.8/10)
  • Calculated Fields: 6.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Cloudera?

  • Seller: Cloudera
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Santa Clara, CA
  • Twitter: @cloudera
    106,442 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,505 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Banking
  • Company Size: 38% Large, 34% Small

What Do G2 Reviewers Say About Cloudera?

AI-generated summary from verified user reviews

Pros
  • Users praise the user-friendly interface of Cloudera, highlighting its simplicity in managing big data efficiently.
  • Users value the easy scalability of Cloudera, enabling efficient management of large amounts of data effortlessly.
  • Users value the robust security features of Cloudera, ensuring safe and reliable data management across platforms.
  • Users value the comprehensive suite of tools in Cloudera for effective data management and analytics.
  • Users find Cloudera's scalability and centralized administration invaluable for efficient monitoring and management of data processes.
Cons
  • Users express concerns over the high costs of Cloudera, noting it's expensive for its complexity and maintenance.
  • Users find Cloudera's database to be complex, making it challenging for inexperienced professionals to utilize effectively.
  • Users find Cloudera's setup difficult to learn, particularly challenging for beginners without adequate tutorials or guidance.
  • Users find the poor documentation of Cloudera frustrating, complicating navigation and setup for complex data configurations.
  • Users often face access issues with Cloudera, particularly with unauthorized errors in Airflow tasks and limited documentation.

What Are Recent G2 Reviews of Cloudera?

What Are G2 Users Discussing About Cloudera?

Equals

The next-generation spreadsheet. Equals is the fastest, most flexible way to measure and report on your SaaS business. Automate your reporting with precision. Analyze from the comfort of a spreadsheet. Powered by live data from Stripe, Salesforce, Hubspot, and your SQL database. ---- We all understand the power and value of data. Yet, amongst the explosion of new tools to help us make sense of it all, we invariably end up back in a spreadsheet. BI tools are inherently complex and one-size-fits-all solutions simply don't cut it. Why? The spreadsheet is the only tool that gives you the flexibility to match the specifics of your business. There's really nothing like it — a canvas on which you can play, move, touch, and feel data while building compounding, sophisticated analyses and reports. Yet, starting analyses in Excel and Sheets is painful. Your data always comes from somewhere else, you have to export it to a CSV, import it into your spreadsheet, and hope you didn't miss anything. And then keeping it up-to-date is the original pain times ten. At Equals, we're building a next-generation spreadsheet that works just like those that came before but is fit for this era of work. It's directly connected to your data and is as unconstrained and flexible as a spreadsheet. It's paired with BI-grade dashboards that are as quick and easy to create as a doc. Based in North America, we have been building software and companies for 10+ years at the likes of Intercom, Atlassian, Stripe, and Loom. We're backed by the best innovators and investors in Silicon Valley, including a16z and Craft Ventures.

Average Rating: 4.8/5.0

Total Reviews: 39

How Do G2 Users Rate Equals?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.8/10 (Category avg: 8.4/10)
  • Reports Interface: 9.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Equals?

  • Seller: Equals
  • Year Founded: 2021
  • HQ Location: US Remote
  • Twitter: @heyequals
    3,799 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Computer Software
  • Company Size: 85% Small, 15% Medium

What Do G2 Reviewers Say About Equals?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use with Equals, benefiting from intuitive interaction and superb support throughout their experience.
  • Users commend the incredible customer support of Equals, appreciating their responsiveness and helpfulness in data setup.
  • Users praise the fast and convenient data analysis of Equals, enjoying seamless integration and excellent support.
  • Users love the data manipulation capabilities of Equals, enabling dynamic dashboard building and live data analysis.
  • Users find the setup ease of Equals exceptional, making integration and onboarding swift and efficient.
Cons
  • Users experience bugs and crashes while using Equals, especially with large data sets and date formatting issues.
  • Users note a slight learning curve with Equals, finding the interface confusing for beginners despite strong support resources.
  • Users desire a filters feature in Equals, highlighting its current lack for non-technical team members.
  • Users find the complex usage of Equals challenging, especially for those who are new to the product.
  • Users experience copy-paste issues in Equals, finding it less intuitive compared to Excel and wishing for more shortcuts.

What Are Recent G2 Reviews of Equals?

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Draxlr

Draxlr is an AI business intelligence and embedded analytics platform for SQL databases, used by teams from startups to enterprises like Comcast and Deel. Analysts, developers, product and operations teams use it for dashboards and alerts on live data, and SaaS companies use it to put analytics inside their own product. Technical and non-technical team members can both build dashboards: write SQL in the editor, use the drag-and-drop query builder, or ask a question in plain English and let the AI write the query. Dashboards run live queries against your database, so no data is copied. Teams also get alerts when critical metrics change, scheduled reports and secure shareable links for client reporting. AI assistants like Claude and ChatGPT can query your data through Draxlr's read-only MCP server. For customer-facing analytics, Draxlr embeds white-labeled dashboards with HTML, React, Vue or the backend API. From the Premium plan ($75/month), embeds include filters, drill-downs and other interactive features, with unlimited customer viewers and no per-viewer fees. On Power ($250/month) and above, row-level security keeps each customer to their own rows, and Full App Embedding gives every customer their own analytics workspace with dashboards, a query builder, a SQL editor and the AI assistant. For enterprise teams, Draxlr adds single sign-on through a connector built for your identity provider (using standards such as SAML 2.0 and OpenID Connect; Okta is already supported), audit logs and custom access levels. It runs in Draxlr cloud, on a dedicated server, or self-hosted in your own VPC or on-premise, where you can use an AI model your security team has approved. Draxlr connects to Postgres, MySQL, SQL Server, MariaDB, Supabase, Neon, CockroachDB, YugabyteDB, PlanetScale, Amazon Redshift, Google BigQuery, Snowflake, ClickHouse and Databricks.

Average Rating: 4.9/5.0

Total Reviews: 15

How Do G2 Users Rate Draxlr?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.3/10 (Category avg: 8.4/10)
  • Reports Interface: 9.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Draxlr?

  • Seller: Draxlr
  • Year Founded: 2016
  • HQ Location: Bengaluru, Karnataka, India
  • Twitter: @getdraxlr
    71 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 93% Small, 7% Medium

What Do G2 Reviewers Say About Draxlr?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Draxlr, enabling effortless dashboard creation for both technical and non-technical users.
  • Users rave about the excellent customer support from Draxlr, highlighting quick responses and helpful assistance.
  • Users love the intuitive charting features of Draxlr, making dashboard creation easy and visually appealing.
  • Users love the user-friendly data visualization in Draxlr, enhancing business growth and simplifying analysis.
  • Users find the setup ease of Draxlr exceptional, enabling quick and intuitive dashboard creation for all skill levels.
Cons
  • Users find the learning curve for user management challenging, requiring time to adapt to the system.
  • Users desire more customization options for polar and radar graphs in Draxlr to enhance their experience.

What Are Recent G2 Reviews of Draxlr?

DataGPT

DataGPT is the world's first conversational AI analyst enabling users to ask any questions about their data in natural language and receive complete answers within seconds. DataGPT is fully autonomous chatbot with memory, capable of answering complex questions like "why did revenue drop?" and having any data-related conversation with any user. DataGPT revolutionizes data analysis by letting you talk directly with your data, delivering instant, analyst-grade insights for smarter business decisions. Our customers experience significant revenue growth and cost reduction, resulting in an average ROI of 2,178% per quarter. How it works: 1. Connects to any Data Source - Easily connect, define your schema, and create a single source of truth for all users. 2. Analyst-Quality Answers - DataGPT performs expert-level analysis across every segment in your data. 3. Instant Responses - DataGPT queries millions of data points 100x faster than current data warehouses. 4. Explore and Drill into your Data - With each DataGPT answer, the Data Navigator allows further exploration and exhaustive drill down capabilities. DataGPT is a product developed and owned by Comparative, Inc.

Average Rating: 4.7/5.0

Total Reviews: 16

How Do G2 Users Rate DataGPT?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.4/10 (Category avg: 8.4/10)
  • Reports Interface: 8.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.3/10 (Category avg: 8.5/10)

Who Is the Company Behind DataGPT?

  • Seller: Comparative
  • Year Founded: 2021
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 63% Medium, 31% Small

What Do G2 Reviewers Say About DataGPT?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the efficiency of DataGPT in refining data perfectly from large datasets.
Cons
  • Users note a lack of detail in DataGPT, occasionally omitting important data that may be necessary.

What Are Recent G2 Reviews of DataGPT?

Sisense

Sisense is an API-first analytics platform that modernizes businesses by seamlessly integrating in-context analytics within applications, leading to action-oriented insights that enhance decision intelligence.

Average Rating: 4.2/5.0

Total Reviews: 991

How Do G2 Users Rate Sisense?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.7/10 (Category avg: 8.4/10)
  • Reports Interface: 8.3/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Sisense?

  • Seller: Sisense, Inc.
  • Company Website:
  • Year Founded: 2004
  • HQ Location: New York
  • Twitter: @Sisense
    6,543 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    534 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst, Product Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 57% Medium, 24% Small

What Do G2 Reviewers Say About Sisense?

AI-generated summary from verified user reviews

Pros
  • Users find Sisense's ease of use exceptional, facilitating clear data visualization and seamless integration for better insights.
  • Users appreciate Sisense's easy dashboard and widget creation, enhancing data insights and user-friendly visualizations.
  • Users value the seamless integrations of Sisense, allowing for efficient data management and user-friendly analytics across platforms.
  • Users praise the amazing customer support of Sisense, highlighting their quick response and effective assistance.
  • Users value the extensive dashboard customization in Sisense, enabling tailored data visualization and improved insights.
Cons
  • Users experience a steep learning curve in implementing Sisense, making setup challenging, especially for the less technical.
  • Users note the missing features in Sisense, including limited query capabilities and insufficient visualization options.
  • Users find Sisense buggy and visually unappealing, with unreliable customer support and CI/CD issues affecting their operations.
  • Users find dashboard setup tedious and complicated, requiring extensive technical knowledge and design skills for effective use.
  • Users find limited customization in Sisense dashboards, making it challenging for non-technical users to optimize their experience.

What Are Recent G2 Reviews of Sisense?

What Are G2 Users Discussing About Sisense?

SAS Augmented Analytics & Business Intelligence

SAS offers an integrated, robust and flexible presentation layer for the full breadth of SAS Analytics capabilities

Average Rating: 4.3/5.0

Total Reviews: 68

How Do G2 Users Rate SAS Augmented Analytics & Business Intelligence?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.8/10 (Category avg: 8.4/10)
  • Reports Interface: 8.5/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.6/10 (Category avg: 8.5/10)

Who Is the Company Behind SAS Augmented Analytics & Business Intelligence?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 60% Large, 24% Medium

What Are Recent G2 Reviews of SAS Augmented Analytics & Business Intelligence?

What Are G2 Users Discussing About SAS Augmented Analytics & Business Intelligence?

Klipfolio

Klipfolio Klips is a dashboard and reporting platform that lets you build real-time, pixel-perfect data visualizations and distribute powerful custom dashboards and reports. It allows teams and businesses to connect, model, and visualize data from multiple sources in one place, helping your team or your clients make informed, data-driven decisions. Product Category Klips falls under the category of business intelligence and dashboard software, specifically designed to create dynamic, customizable data visualizations. It focuses on empowering small and mid-sized businesses with accessible, real-time analytics to unify their data for better insights and performance tracking. Klipfolio Klips is ideal for: - Small and Mid-Sized Businesses: Teams looking for a cost-effective way to gain actionable insights and improve decision-making with custom dashboards. - Data Analysts: Professionals who need flexible tools to model, visualize, and distribute metrics to stakeholders. - Client-Focused Organizations: Agencies or teams who want to create professional, branded dashboards for their clients. Klipfolio Klips helps businesses gain a single source of truth for their data with: - Real-Time Dashboards: Build highly customizable dashboards that update in real-time to track business performance. - Wide Data Integration: Connect to hundreds of services, APIs, databases, and spreadsheets for seamless data aggregation. - Data Modeling Tools: Transform, combine, and format data within Klipfolio to prepare it for analysis. - Customizable Visualizations: Create pixel-perfect charts, graphs, and visualizations tailored to your unique needs. - Accessible Reports: Share insights through PDF reports, scheduled emails, or published dashboard links for external access. - With Klips, teams can centralize their data, ensure consistency, and access insights anytime, anywhere, helping them make smarter, more informed decisions.

Average Rating: 4.5/5.0

Total Reviews: 240

How Do G2 Users Rate Klipfolio?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.4/10 (Category avg: 8.4/10)
  • Reports Interface: 8.9/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Klipfolio?

  • Seller: Klipfolio
  • Year Founded: 2001
  • HQ Location: Ottawa, ON
  • Twitter: @klipfolio
    4,430 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 55% Small, 36% Medium

What Do G2 Reviewers Say About Klipfolio?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the smooth integration capabilities of Klipfolio, enhancing data connectivity and user experience.
  • Users value the responsive customer support of Klipfolio, ensuring quick assistance whenever needed.
  • Users find Klipfolio to be incredibly easy to understand, making data visualization effortless and efficient.
  • Users value the ease of use of Klipfolio, benefiting from quick setup and responsive support.
  • Users appreciate the intuitive design and clean UI of Klipfolio, enhancing their overall experience and integrations.
Cons
  • Users find the limited chart functionality of Klipfolio restricts options compared to more advanced tools like Power BI.

What Are Recent G2 Reviews of Klipfolio?

What Are G2 Users Discussing About Klipfolio?

ClicData

ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-powered Analytics. It is built to support the full data lifecycle: from ingestion and storage to transformation, visualization, and distribution within a single environment, extended with native AI capabilities and an MCP (Model Context Protocol) server for programmatic AI integration. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Core Capabilities - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Asking questions about your data in natural language with Ask AI: get instant answers, trend summaries, and data explanations directly inside ClicData, no query language required -Detecting anomalies and surfacing forecasts automatically, with AI-assisted insights embedded directly in dashboards and alerts -Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows - Connecting external AI agents and tools via ClicData's MCP server, enabling AI assistants and automation workflows to query, manage, and act on ClicData resources programmatically For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving team leads and operational teams direct access to up-to-date dashboards and reports. AI is built into the platform, not bolted on. Ask AI lets business leaders pose plain-language questions directly to their data and receive instant, contextual answers without waiting on an analyst. Anomaly detection and automated alerting mean leadership is notified of significant changes in key metrics the moment they occur, with no manual monitoring required. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows, and predictive model development. AI capabilities are deeply integrated at the pipeline level: practitioners can embed automated data quality checks, predictive models, and AI-generated enrichments directly into existing data flows. The MCP server opens a new integration surface: external AI agents, LLM-based workflows, and developer tools can connect to ClicData via the Model Context Protocol to read data, trigger actions, and orchestrate pipelines programmatically, making ClicData a first-class citizen in modern AI-native data stacks. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. Ask AI surfaces trends, forecasts, and anomalies in plain language, making it possible for non-technical users to act on predictive insights without any analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, with no separate BI login required. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, analytics, and now AI in one platform. With native Ask AI, an AI dashboard builder, automated anomaly detection, and an MCP server for AI agent integration, ClicData is built for organizations that want intelligence embedded throughout their data workflows, not as an afterthought. It is suited for growing organizations looking to standardize how data is collected, managed, consumed, and acted on across different teams and functions.

Average Rating: 4.5/5.0

Total Reviews: 41

How Do G2 Users Rate ClicData?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.8/10 (Category avg: 8.4/10)
  • Reports Interface: 8.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind ClicData?

  • Seller: ClicData
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Lille, France
  • Twitter: @ClicData
    806 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Small, 31% Medium

What Are Recent G2 Reviews of ClicData?

What Are G2 Users Discussing About ClicData?

Usermaven

Usermaven is an AI-powered marketing attribution and product analytics platform for B2B SaaS companies and agencies. It connects every marketing touchpoint to revenue using multi-touch attribution, unified website and product analytics, and CRM data, helping teams see which campaigns, channels, and ads actually drive conversions.

Average Rating: 4.8/5.0

Total Reviews: 95

How Do G2 Users Rate Usermaven?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.6/10 (Category avg: 8.4/10)
  • Reports Interface: 9.4/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Usermaven?

  • Seller: Usermaven Inc.
  • Year Founded: 2021
  • HQ Location: Delaware, DE
  • Twitter: @usermaven
    337 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Founder, Owner
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 97% Small, 3% Medium

What Do G2 Reviewers Say About Usermaven?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Usermaven, appreciating its simple setup and intuitive data presentation.
  • Users value the actionable insights provided by Usermaven, enabling data-driven decisions that fuel business growth rapidly.
  • Users value the clear and actionable insights from Usermaven, which enhance their decision-making and drive business growth.
  • Users love the clean and user-friendly interface of Usermaven, making data tracking accessible for everyone.
  • Users find the easy setup of Usermaven effortless, enhancing their analytics experience without developer involvement.
Cons
  • Users find the missing features frustrating, particularly the lack of customization and real-time monitoring options.
  • Users find the learning curve steep, wishing for better documentation and tutorials to maximize Usermaven's benefits.
  • Users express dissatisfaction with plan limitations, particularly the restricted access to features in lower-tier subscriptions.
  • Users miss the lack of real-time monitoring for website visitors, feeling it diminishes functionality compared to previous versions.
  • Users face difficult customization with Usermaven, wishing for easier branding options for panels and graphs.

What Are Recent G2 Reviews of Usermaven?

Business Pulse

Business Pulse, Chat based business intelligence platform Features: 1. Natural  Language Data Chat: Ask questions in plain English, no SQL or technical skills required. 2. Trainable, Context-Aware AI: Tailor the platform to your business by defining KPIs, domain-specific terms, and validation rules. Responses can be customized per team, and the AI improves over time through feedback. 3. Transparent, Self-Service Analytics: Empower teams, founders, marketers, product managers, ops to explore data independently, fostering data-driven decision-making across the business. 4. Exportable Insights: Convert AI-generated answers into charts, spreadsheets, or reports, perfect for meetings, reviews, or presentations. 5. Customizable Onboarding & Setup: Whether you need a fully managed solution or need assistance designing a data warehouse and semantic layer, tailored onboarding is available. 6. Secure, Compliant Data Handling: Data remains within your cloud infrastructure. Business Pulse connects securely to your semantic layer without moving data, and supports enterprise-grade security including encryption, access control, monitoring, and SOC 2 compliance in progress. 7. Wide Data Source Support: Integrates with major cloud data warehouses (BigQuery, Snowflake, Redshift) and relational databases (PostgreSQL, MySQL, SQL Server), with custom connectors available at no extra cost. Benefits: 1. Quick Business Insights for Everyone: Teams get answers in seconds, just by chatting. No BI training, dashboards, or technical barriers. 2. Faster, Smarter Decisions: Real-time access to trusted insights means faster pivots, better forecasting, and more confident choices. 3. Save Data Team Resources: Reduce the volume of ad hoc reporting requests and empower data teams to focus on high-leverage work. 4. Customizable to Fit Any Business: Define your own metrics, filters, and governance controls to ensure insights reflect how your business runs. 5. Enterprise-Ready from Day One: Built with compliance, scalability, and security in mind for organizations of any size Who Is It for? 1. Business Decision-Makers: Founders, executives, department heads needing instant answers to business questions 2. Non-Technical Teams: Marketing, product, operations, customer success, HR, and finance teams that rely on insights but don’t use BI tools 3. Data Analysts & Engineers: Looking to scale impact by enabling self-service across the org, without sacrificing governance 4. Consultants & Agencies: Deliver client-facing insights faster and with less manual effort 5. Enterprise IT & BI Teams: Wanting a secure, compliant conversational layer on top of existing infrastructure

Average Rating: 4.9/5.0

Total Reviews: 11

How Do G2 Users Rate Business Pulse?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 8.5/10 (Category avg: 8.4/10)
  • Reports Interface: 9.1/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Business Pulse?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Business Pulse?

AI-generated summary from verified user reviews

Pros
  • Users experience the instantaneous data retrieval of Business Pulse, enhancing efficiency and decision-making speed.
  • Users find Business Pulse easy to use, providing immediate insights and seamless access to essential data with simple questions.
  • Users value the instant insights from Business Pulse, allowing quick access to crucial marketing data through chat.
  • Users enjoy the seamless integration of data in Business Pulse, providing quick insights and transforming data handling.
  • Users value the ease of understanding with Business Pulse, receiving quick and clear insights effortlessly.
Cons
  • Users find a steep learning curve when attempting to formulate complex questions effectively in Business Pulse.
  • Users desire more customization options for displaying results, particularly for team-wide reporting needs.
  • Users suggest there may be pricing issues that need to be addressed for a better experience with Business Pulse.

What Are Recent G2 Reviews of Business Pulse?

Discern

Successful businesses are founded on exceptional execution, which is driven by a deep understanding of key performance indicators (KPIs) and data insights. Achieving data clarity is challenging when sales, marketing, customer, billing, and financial data are siloed across disconnected systems and spreadsheets. Enter Discern. We automate the heavy lifting of business performance analytics, such as pipeline tracking, ARR, NRR analytics, and marketing attribution, turning what used to be days of manual reconciliation or years of BI builds into automated, real-time insights. No more wrestling with spreadsheets or questioning your numbers – just clear, consistent performance data you can trust. But we didn't stop there. Because in this new environment, understanding your own performance is only half the story. You also need industry context – and we're not talking about stale benchmarks released annually, but rather straight-from-the-source benchmarks that pick up on market changes just as they begin to manifest. Whether you're running team meetings, fine-tuning your strategy, prepping for a big board meeting, or pitching new investors, Discern helps you operate with confidence. Our combination of automated performance analytics and real-time, system-validated benchmarks gives you the complete story behind your performance, so you can focus on making the decisions that matter.

Average Rating: 4.8/5.0

Total Reviews: 21

How Do G2 Users Rate Discern?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.3/10 (Category avg: 8.4/10)
  • Reports Interface: 8.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 7.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Discern?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 86% Medium, 14% Small

What Do G2 Reviewers Say About Discern?

AI-generated summary from verified user reviews

Pros
  • Users find Discern to be incredibly easy to use, dramatically simplifying marketing funnel reporting and data analysis.
  • Users value the responsive customer support from Discern, enhancing implementation and driving successful outcomes seamlessly.
  • Users commend the implementation ease of Discern, enabling rapid reporting and enhanced efficiency in data handling.
  • Users value the time-saving data handling of Discern, allowing quick insights instead of tedious reporting processes.
  • Users find Discern's analytics capabilities invaluable for real-time performance tracking and data-driven decision-making.
Cons
  • Users find data inaccuracy in Discern, particularly with metrics that confuse executives without proper context.
  • Users find the complexity of metrics in Discern overwhelming, especially for those lacking technical expertise.
  • Users find the complex usage of Discern challenging, especially those lacking technical expertise or data analysis knowledge.
  • Users find the lack of detail in Discern's metrics makes it difficult for executives to comprehend fully.
  • Users find the learning curve steep due to complex metrics and the need for technical knowledge to navigate Discern.

What Are Recent G2 Reviews of Discern?

ClearQuery

ClearQuery is a full suite data analytics platform designed with one primary goal in mind- to make analytics simple for everyone. ClearQuery removes the technical barriers by giving every user the ability to get automated insights at ingestion. With dashboards and insights canvas, you are able to understand your data at a glance, easily explore relationships across datasets, ask questions in plain English and get answers without needing to know any query language. ClearQuery is a data analytics solution for humans.

Average Rating: 4.3/5.0

Total Reviews: 12

How Do G2 Users Rate ClearQuery?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)
  • Steps to Answer: 7.9/10 (Category avg: 8.4/10)
  • Reports Interface: 9.6/10 (Category avg: 8.8/10)
  • Calculated Fields: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind ClearQuery?

  • Seller: Snowflake, Inc.
  • Year Founded: 2012
  • HQ Location: 135 Constitution Drive, Menlo Park CA
  • Twitter: @SnowflakeDB
    278 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,574 employees on LinkedIn®
  • Ownership: NYSE:SNOW

Who Uses This Product?

  • Company Size: 42% Large, 33% Medium

What Do G2 Reviewers Say About ClearQuery?

AI-generated summary from verified user reviews

Pros
  • Users love ClearQuery for its user-friendly interface, allowing effortless data analysis even without technical skills.
  • Users appreciate the customizable reporting features of ClearQuery, making it easy to tailor insights to their needs.
  • Users highlight the seamless data integration of ClearQuery, enabling quick access to various databases effortlessly.
  • Users find ClearQuery's ease of learning exceptional, enabling non-technical users to analyze complex data effortlessly.
  • Users find ClearQuery's ease of understanding remarkable, allowing non-technical individuals to analyze complex data effortlessly.
Cons
  • Users report bugs that complicate usability and integration with data, impacting overall satisfaction with ClearQuery.
  • Users find the initial setup complex, which can be a hurdle in fully utilizing ClearQuery's access control features.
  • Users find the coding difficulty challenging, as advanced SQL knowledge is essential for complex queries.
  • Users find the complex usage of ClearQuery challenging, especially when integrating with existing data systems.
  • Users find ClearQuery expensive compared to similar software, impacting its overall value for money.

What Are Recent G2 Reviews of ClearQuery?

Omniscope Evo

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transform and explore it, extract insights through ML algorithms, then produce interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one self-service BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation. 🧽 Data Prep, ETL: build workflows to load, stream, blend and transform any data. 🔍 Analytics: leverage machine learning, extract insights and perform visual exploration. 📊 Visualisation: design interactive reports, publish and share your results. 📜 Extensible: augment data pipelines with your Python / R scripts, enhance reports with any JS based visualisation. 🚀 Scalable: big data preparation and live query dashboards on SQL databases. 🤝 Collaboration: multi-user synchronised edits on workflows and dashboards. 🤖 Automation API: schedule parameterised data refresh & report updates, trigger tasks, alerts, edit & query data. 💐 Universal: a fresh and smart experience on any device: Windows, Mac, Linux, Android, iOS. 🏢 Deployment: on-premises or on your cloud. Built-in user permissions / OIDC / SSO 🎨 White-label: host branded data solutions and embedded analytics

Average Rating: 4.7/5.0

Total Reviews: 21

How Do G2 Users Rate Omniscope Evo?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 9.2/10 (Category avg: 8.4/10)
  • Reports Interface: 8.9/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.1/10 (Category avg: 8.5/10)

Who Is the Company Behind Omniscope Evo?

  • Seller: Visokio
  • Year Founded: 2002
  • HQ Location: London, GB
  • Twitter: @Visokio
    255 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 65% Small, 17% Medium

What Are Recent G2 Reviews of Omniscope Evo?

What Are G2 Users Discussing About Omniscope Evo?

Whaly

We believe that analytics should benefit everyone. Whaly is an integrated, self-service business intelligence platform that enables data teams and business teams to work better together. Business teams are empowered to access, analyze, and share data from the tools they already use every day - HubSpot, Salesforce, Google Analytics, and more - with no technical expertise required. This means no more waiting on data teams for answers to every question. In parallel, data teams get some time back to focus on fewer menial tasks. With Whaly, you can connect, model, visualize and share your data - all from one place. Our mission is to boost adoption and foster company-wide trust in data, so that your company can make better, more informed decisions. Time to make your data work harder for you - not the other way around.

Average Rating: 4.8/5.0

Total Reviews: 25

How Do G2 Users Rate Whaly?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)
  • Steps to Answer: 10.0/10 (Category avg: 8.4/10)
  • Reports Interface: 9.0/10 (Category avg: 8.8/10)
  • Calculated Fields: 9.3/10 (Category avg: 8.5/10)

Who Is the Company Behind Whaly?

  • Seller: Whaly
  • Year Founded: 2020
  • HQ Location: Paris, FR
  • Twitter: @WhalyHQ
    56 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 44% Medium, 40% Small

What Are Recent G2 Reviews of Whaly?

Tian Lin
TL
Researched and written by Tian Lin
Updated July 2, 2025