# Top Free Analytics Platforms - Page 4

## How Many Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 367

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Aible (+4.36%) - Among all products in this category, Aible recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Analytics Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 28,800+ Authentic Reviews
- 367+ 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](https://www.g2.com/categories/analytics-platforms/grids.png?focus%5B%5D=29364&focus%5B%5D=1213&focus%5B%5D=10470&focus%5B%5D=1327283&focus%5B%5D=989&focus%5B%5D=604&focus%5B%5D=5048&focus%5B%5D=27024)

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

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=sas-sas-viya&focus%5B%5D=alteryx&focus%5B%5D=domo&focus%5B%5D=looker&focus%5B%5D=kyvos-semantic-layer)

**Sponsored**

### SAS Viya

SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and empowers teams to innovate quickly while balancing speed, automation and governance by design. Viya unifies data management, advanced analytics and decisioning in a single platform, so organizations can move from experimentation to production with confidence, delivering measurable business impact that is secure, explainable and scalable across any environment. Key capabilities required to deliver trusted decisions include: • End-to-end clarity across the data and AI life cycle, with built-in lineage, auditability and continuous monitoring to support defensible decisions. • Governance by design, enabling consistent oversight across data, models and decisions to reduce risk and accelerate adoption. • Explainable AI at scale, so insights and outcomes can be understood, validated and trusted by business and regulators alike. • Operationalized analytics, ensuring value continues beyond deployment through monitoring, retraining and life cycle management. • Flexible, cloud-native deployment, allowing organizations to start anywhere and scale everywhere while maintaining control.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=620&secure%5Bchosen_at%5D=2026-08-05T05%3A55%3A55Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=620&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1327283&secure%5Bresource_id%5D=620&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fanalytics-platforms%2Ffree%3Fpage%3D4&secure%5Btoken%5D=79430278ec05efd2db7130519c90b53816f277a39a79fc3a8ac7151dd942e10f&secure%5Burl%5D=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN73455_275629423&secure%5Burl_type%5D=custom_url)

### [Astrato](https://www.g2.com/products/astrato/reviews)

𝗔𝘀𝘁𝗿𝗮𝘁𝗼 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗶𝘀 𝗮 𝘄𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲-𝗻𝗮𝘁𝗶𝘃𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝘁𝗵𝗮𝘁 𝗲𝗻𝗮𝗯𝗹𝗲𝘀 𝗼𝗿𝗴𝗮𝗻𝗶𝘀𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱, 𝗲𝗺𝗯𝗲𝗱, 𝗮𝗻𝗱 𝘀𝗵𝗮𝗿𝗲 𝗶𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝘃𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀 𝗮𝗻𝗱 𝗱𝗮𝘁𝗮 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗱𝗶𝗿𝗲𝗰𝘁𝗹𝘆 𝗼𝗻 𝘁𝗼𝗽 𝗼𝗳 𝗰𝗹𝗼𝘂𝗱 𝗱𝗮𝘁𝗮 𝘄𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗶𝗻𝗴 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲, 𝗕𝗶𝗴𝗤𝘂𝗲𝗿𝘆, 𝗗𝗮𝘁𝗮𝗯𝗿𝗶𝗰𝗸𝘀, 𝗖𝗹𝗶𝗰𝗸𝗛𝗼𝘂𝘀𝗲, 𝗦𝘂𝗽𝗮𝗯𝗮𝘀𝗲, 𝗔𝗺𝗮𝘇𝗼𝗻 𝗥𝗲𝗱𝘀𝗵𝗶𝗳𝘁, 𝗣𝗼𝘀𝘁𝗴𝗿𝗲𝗦𝗤𝗟, 𝗮𝗻𝗱 𝗗𝗿𝗲𝗺𝗶𝗼. Astrato's zero-copy architecture connects to the warehouse via a live-query engine, which means every dashboard, report, and workflow runs against the source data in real time — without extracts, data movement, or cached copies. Security policies such as row-level access controls and PII masking are inherited directly from the warehouse, reducing governance overhead for IT and data teams. 𝗧𝗵𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝘀𝘂𝗽𝗽𝗼𝗿𝘁𝘀 𝘁𝗵𝗿𝗲𝗲 𝗽𝗿𝗶𝗺𝗮𝗿𝘆 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲𝘀: • 𝗚𝘂𝗶𝗱𝗲𝗱 𝘀𝗲𝗹𝗳-𝘀𝗲𝗿𝘃𝗶𝗰𝗲 𝗕𝗜. A no-code interface with 70+ out-of-the-box chart types allows business users to explore data, build dashboards, and generate reports without SQL. A shared semantic layer ensures governed, reusable metric definitions across all users and content. No-code Actions let designers chain clicks, filters, and navigation into guided flows — so end users get an app-like experience, not a blank dashboard. • 𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿-𝗳𝗮𝗰𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗿𝗻𝗮𝗹 𝗲𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀. Fully white-labeled dashboards and workflows can be embedded into external products, portals, CRMs, ERPs, and intranet tools. Three embedding modes are supported — single object, grouped visuals, or full interactive workbooks — delivered via iframe with mobile-responsive layouts. Multi-tenant isolation is enforced at both warehouse and application level via row-level filters, group permissions, and SSO pass-through. Built-in usage telemetry tracks engagement, exploration patterns, and drop-off. • 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗱𝗮𝘁𝗮 𝗮𝗽𝗽𝘀 𝗮𝗻𝗱 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀. Writeback capabilities let users push data back into the warehouse from any dashboard, app, or embedded view — supporting planning, forecasting, approvals, and field updates. No-code forms with validation, conditional logic, and multi-step flows can be built without engineering. Action buttons can trigger stored procedures, external functions, Salesforce updates, Slack posts, and emails, so analytics drive downstream action. 𝗔𝗱𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗲: • 𝗦𝗰𝗵𝗲𝗱𝘂𝗹𝗲𝗱 𝗿𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 & 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻. Live, branded reports generated from the warehouse and delivered automatically in PDF, Excel, PowerPoint, or image format to email, Slack, Microsoft Teams, or SharePoint. Teams can upload their own Excel or PowerPoint templates and have them populated with live data at run-time. Per-recipient row-level security ensures governed distribution, and reports can be archived to S3, Google Drive, or SharePoint for audit and compliance. • 𝗚𝗲𝗻 𝗔𝗜 & 𝗕𝗜 𝗖𝗼𝗽𝗶𝗹𝗼𝘁. Contextual AI Insights generate summaries that regenerate as users filter and drill. BI Copilot accelerates build time by generating chart titles, business-friendly field labels, and complex measures like YoY growth or retention from plain-language input. Custom Report lets end users ask questions in natural language and get visualizations back. Every AI output is grounded in the semantic layer. Bring your own LLM — Snowflake Cortex, OpenAI, Azure OpenAI, Claude by Anthropic, or Google Gemini — or use the default provider. With Snowflake Cortex, queries execute inside the warehouse and data never leaves. Admins control AI features via independent per-capability toggles. • 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻. Dashboards can be embedded with full white-label control over colours, fonts, logos, layout, and domain. Authentication is handled via SSO pass-through, OAuth, or token-based access. SCIM and APIs support automated user provisioning at scale. • 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 & 𝗹𝗶𝗳𝗲𝗰𝘆𝗰𝗹𝗲 𝗰𝗼𝗻𝘁𝗿𝗼𝗹. Role-based access control across view, edit, design, export, and admin. Workbook lifecycle governance with draft, version, publish workflows and change tracking. Row-level security inherited from the warehouse or configured per semantic layer. • 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗴𝗿𝗮𝗱𝗲 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗰𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲: SOC 2 Type II, ISO 27001 certified, HIPAA compliant, GDPR-ready. Snowflake Technology Partner and Google Cloud Ready – BigQuery. Astrato is used by data teams, product teams, and analytics leaders across SaaS companies, data businesses, agencies, and enterprises. Pricing is structured to scale with embedded use cases involving large numbers of external users.

**Average Rating:** 4.7/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate Astrato?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Astrato?

- **Seller:** [Astrato Analytics](https://www.g2.com/sellers/astrato-analytics)
- **Year Founded:** 2023
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=58568337ed693be75e00ef010f08df67b56a0d6c497906bc9824a62b5bdd46e2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fastratoanalytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 40% Medium, 32% Small

#### What Do G2 Reviewers Say About Astrato?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Astrato, enjoying its intuitive interface and seamless integration for analytics.
- Users commend Astrato's **exceptional customer support** , noting its ability to significantly reduce the learning curve.
- Users value the **seamless integrations** with data warehouses like Snowflake, enhancing their analytics capabilities effortlessly.
- Users appreciate the **easy-to-use, no-code experience** of Astrato, allowing quick data exploration and dashboard creation.
- Users commend the **dynamic dashboard customization** in Astrato, enabling seamless integration and user-friendly data manipulation.

##### Cons

- Users note the **missing features** in Astrato, which hinder efficiency compared to more established BI tools.
- Users find Astrato **buggy and challenging** , especially due to its newness, affecting user experience and efficiency.
- Users find **complex data modeling** challenging in Astrato, requiring advanced skills for optimal results with large datasets.
- Users find Astrato's **complex usage** challenging, especially compared to established tools, despite efforts from the development team.
- Users note a **steep learning curve** with Astrato due to bugs and its evolving interface, impacting usability.

#### What Are Recent G2 Reviews of Astrato?

**["Intuitive, Flexible Platform for Powerful Data Analysis"](https://www.g2.com/survey_responses/astrato-review-12432634)**

**Rating:** 5.0/5.0 stars

_— David M._

[Read full review](https://www.g2.com/survey_responses/astrato-review-12432634)

**["Real-time insights by getting the most out of whatever sits underneath"](https://www.g2.com/survey_responses/astrato-review-12432983)**

**Rating:** 5.0/5.0 stars

_— Sergio d._

[Read full review](https://www.g2.com/survey_responses/astrato-review-12432983)

### [ILUM](https://www.g2.com/products/ilum-ilum/reviews)

Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineers, data engineers, data scientists, and analysts. It belongs to the Data Platform, Data Lakehouse, and Data Engineering software categories and supports flexible deployment across cloud, on-premise, and hybrid environments. Ilum enables technical teams to build, operate, and scale modern data infrastructure using open standards. It integrates tools for batch processing, stream processing, notebook-based exploration, workflow orchestration, and business intelligence, All In a Single Platform. Ilum supports modern open table formats like Delta Lake, Apache Iceberg, Apache Hudi, and Apache Paimon. It also offers native integration with Apache Spark and Trino for compute, with Apache Flink support currently in development. Key features include: - SQL Editor: Query Delta, Iceberg, Hudi, or Spark SQL with autocomplete, result previews, and metadata inspection. - Data Lineage & Catalog: Visualize data flow using OpenLineage and explore datasets through a searchable Data Catalog. - Notebook Integration: Use built-in Jupyter notebooks pre-wired to Spark, metadata, and your data environment for exploration or modeling. - Spark Job Management: Submit, monitor, and debug Spark jobs with integrated logs, metrics, scheduling, and a built-in Spark History Server. - Trino Support: Run federated queries across multiple data sources using Trino directly from within Ilum. - Declarative Pipelines: Define repeatable ETL and analytics pipelines, with dependency tracking and recovery logic. - Automatic ERD Diagrams: Instantly generate ER diagrams from schemas to aid in data understanding and onboarding. - ML Experimentation & Tracking: Includes MLflow for managing experiments, tracking parameters, metrics, and artifacts, fully integrated with notebooks and data pipelines to streamline model development workflows. - AI Integration & Deployment: Supports both classical ML and modern AI use cases, including GenAI workflows, vector search, and embedding-based applications. Models can be registered, versioned, and deployed for inference within declarative pipelines. - Built-in AI Agent Interface: Ilum integrates, providing a GPT-style interface to interact with your data, trigger pipelines, generate SQL, or explore metadata using natural language, bringing GenAI capabilities directly into your data platform. - BI Dashboards: Native support for Apache Superset, with JDBC integration for Tableau, Power BI, and other BI tools. Additional highlights: - Multi-Cluster Management: Connect multiple Spark or Kubernetes clusters to scale and isolate workloads. - Fine-Grained Access Control: LDAP, OAuth2, and Hydra integration for secure, role-based access. - Hybrid Ready: Designed to replace Databricks or Cloudera in environments where cloud adoption is partial, regulated, or not possible.

**Average Rating:** 4.9/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate ILUM?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 9.8/10 (Category avg: 8.4/10)
- **Reports Interface:** 10.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ILUM?

- **Seller:** [Ilum](https://www.g2.com/sellers/ilum)
- **Company Website:** ilum.cloud
- **Year Founded:** 2019
- **HQ Location:** Santa Fe, US
- **Twitter:** @IlumCloud  
19 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1fbd1d37d0b9f349ede11be8e26481a08073e5b7f53b306080db734d9789f8fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Filum-cloud%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Telecommunications
- **Company Size:** 52% Large, 35% Medium

#### What Do G2 Reviewers Say About ILUM?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ILUM, enjoying seamless integration and a smooth workflow for managing data.
- Users value the **seamless integration** of ILUM with existing systems, enhancing efficiency in data management and analytics.
- Users appreciate the **seamless integrations** of ILUM, enhancing data management and analytics with a unified, efficient platform.
- Users value the **quick and seamless setup** of ILUM, appreciating its ease of integration and efficiency.
- Users appreciate the **easy integrations** of ILUM, smoothly fitting into existing systems without major rewrites.

##### Cons

- Users find the **complex setup** for advanced configurations of ILUM can be challenging for newcomers to navigate.
- Users find the **difficult setup** process of ILUM challenging, requiring significant effort and experimentation to optimize configurations.
- Users find the **learning curve steep** for advanced features in ILUM, requiring time to adapt and configure settings.
- Users note that **UI improvements** are needed for easier access to advanced settings and configurations in ILUM.
- Users find some aspects of ILUM's setup **complex and unintuitive** , requiring considerable effort to configure effectively.

#### What Are Recent G2 Reviews of ILUM?

**["From Hadoop to K8s with lower TCO"](https://www.g2.com/survey_responses/ilum-review-11862422)**

**Rating:** 5.0/5.0 stars

_— Mark D._

[Read full review](https://www.g2.com/survey_responses/ilum-review-11862422)

**["Seamless Integration and Unified Features for Advanced Users"](https://www.g2.com/survey_responses/ilum-review-11904273)**

**Rating:** 5.0/5.0 stars

_— Jan L._

[Read full review](https://www.g2.com/survey_responses/ilum-review-11904273)

### [Mode](https://www.g2.com/products/mode-mode/reviews)

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: 9.1/10)
- **Steps to Answer:** 8.1/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.7/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Mode?

- **Seller:** [Mode Analytics, Inc.](https://www.g2.com/sellers/mode-analytics-inc)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California
- **Twitter:** @ModeAnalytics  
6,658 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3be0d9aafcf11a5779287e5805d5fa06e4f5684f93b64bb576a5bd9f7cf1adf3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3307518%2F&secure%5Burl_type%5D=linkedin_company_website)  
683 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 **balance between analytics and self-service exploration** , enhancing visibility and usability across the organization.
- Users value the **customization options** in Mode, enhancing usability for diverse roles and improving feature tracking.
- Users find Mode's **ease of implementation** enhanced by SSO, facilitating organization-wide access and feature tracking.
- Users appreciate the **ease of use** in Mode, benefiting from its clear interface and seamless implementation.
- Users value the **efficiency** of Mode, benefiting from its clear visibility and useful scheduling options for data tracking.

##### Cons

- Users find **complex setup** challenging, especially for less technical individuals needing considerable administrator support for integration.
- Users find **complex usage** challenging, particularly for those less technical, needing significant admin support for integration.
- Users find **on-boarding less technical users** challenging, as it requires significant admin support for data integration.
- Users find **difficult learning** for less technical users, requiring significant admin support for effective onboarding.
- Users find **initial difficulty** onboarding less technical users, requiring admin support for source authentication despite easy integration.

#### What Are Recent G2 Reviews of Mode?

**["Powerful and Flexible platform for data driven decision making"](https://www.g2.com/survey_responses/mode-review-11476277)**

**Rating:** 4.5/5.0 stars

_— Gopi k._

[Read full review](https://www.g2.com/survey_responses/mode-review-11476277)

**["Outstanding!"](https://www.g2.com/survey_responses/mode-review-7980594)**

**Rating:** 5.0/5.0 stars

_— Stephan R._

[Read full review](https://www.g2.com/survey_responses/mode-review-7980594)

### [Sisense](https://www.g2.com/products/sisense/reviews)

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:** 986

#### How Do G2 Users Rate Sisense?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 7.7/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Sisense?

- **Seller:** [Sisense, Inc.](https://www.g2.com/sellers/sisense-inc)
- **Company Website:** www.sisense.com
- **Year Founded:** 2004
- **HQ Location:** New York
- **Twitter:** @Sisense  
6,543 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2b7e7179b343ec502e8de8affd12c867bbf2bed15056ba11da8df09ff79586a2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F148828%2F&secure%5Burl_type%5D=linkedin_company_website)  
546 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 appreciate the **ease of use** and simple design of Sisense, making BI accessible for everyone.
- Users value the **intuitive data visualization** features of Sisense, which enable rapid and easy dashboard creation.
- Users value the **easy integration** with multiple systems, enhancing overall workflow and functionality for developers.
- Users praise the **helpful customer support** of Sisense, emphasizing responsiveness and effective assistance from CSMs.
- Users value the **intuitive dashboard customization** in Sisense, enabling rapid development of engaging, actionable visualizations.

##### Cons

- Users find the **learning curve steep** , with challenges in basic functionalities, training, and report organization.
- Users find **missing features** to be a barrier, struggling with report customization, data models, and aggregations.
- Users report frequent **bugs** and challenges with updates, formulas, visuals, and diminishing support quality in Sisense.
- Users often struggle with **dashboard issues** like limited column resizing, poor report management, and difficult filter navigation.
- Users find the **limited customization options** in Sisense complex, hindering their ability to create tailored dashboards.

#### What Are Recent G2 Reviews of Sisense?

**["Powerful BI Tool with Flexible Customization"](https://www.g2.com/survey_responses/sisense-review-8044935)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/sisense-review-8044935)

**["Customizable Dashboards, but Data Freshness Challenges"](https://www.g2.com/survey_responses/sisense-review-8849455)**

**Rating:** 4.5/5.0 stars

_— Chris P._

[Read full review](https://www.g2.com/survey_responses/sisense-review-8849455)

#### What Are G2 Users Discussing About Sisense?

- [What is Sisense used for?](https://www.g2.com/discussions/sisense-what-is-sisense-used-for) - 1 comment
- [What is Sisense Healthcare Analytics used for?](https://www.g2.com/discussions/what-is-sisense-healthcare-analytics-used-for)
- [What does Sisense cost?](https://www.g2.com/discussions/what-does-sisense-cost)
- [Who uses Sisense?](https://www.g2.com/discussions/who-uses-sisense) - 1 comment
- [What is Sisense used for?](https://www.g2.com/discussions/what-is-sisense-used-for) - 2 comments

### [DataGPT](https://www.g2.com/products/datagpt/reviews)

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: 9.1/10)
- **Steps to Answer:** 9.4/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.6/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind DataGPT?

- **Seller:** [Comparative](https://www.g2.com/sellers/comparative)
- **Year Founded:** 2021
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4edcae6a04842ed769d6349732fec28f6a288dc222470322849a6cd1d716a691&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcomparative%2F&secure%5Burl_type%5D=linkedin_company_website)  
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 vast data sets.

##### Cons

- Users report a **lack of detail** in DataGPT, often missing crucial information when needed.

#### What Are Recent G2 Reviews of DataGPT?

**["An AI Analytics Platform Powered by its Helpful Employees"](https://www.g2.com/survey_responses/datagpt-review-9933737)**

**Rating:** 4.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/datagpt-review-9933737)

**["Filtering Data With Perfection"](https://www.g2.com/survey_responses/datagpt-review-11741959)**

**Rating:** 5.0/5.0 stars

_— Vishakha V._

[Read full review](https://www.g2.com/survey_responses/datagpt-review-11741959)

### [Qbo](https://www.g2.com/products/qbo/reviews)

Unscrambl’s 'Qbo' is an AI-powered, personal data analyst that allows business users to have natural language conversations with their data. Key features include NLQ, NLG, Automated Insights, machine initiated conversations, and active collaboration. Unscrambl Qbo is available as a native application on Microsoft Teams, deeply leveraging capabilities to enable remote workers with ‘live’ access to insights, storyboards during their work and meetings.

**Average Rating:** 4.7/5.0

**Total Reviews:** 31

#### How Do G2 Users Rate Qbo?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.8/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Qbo?

- **Seller:** [Unscrambl Inc](https://www.g2.com/sellers/unscrambl-inc)
- **Year Founded:** 2013
- **HQ Location:** Atlanta, US
- **Twitter:** @unscrambl  
163 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9d8a8e7438c4429f2e5d81cd605f31d49fe8a481662695af467c14faa0c35a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funscrambl%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Accounting
- **Company Size:** 69% Medium, 28% Small

#### What Do G2 Reviewers Say About Qbo?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **efficient data management** of Qbo, appreciating Proconnect integration and reduced manual entry.
- Users value the **automation of quick report generation** and seamless integration with Proconnect in Qbo.
- Users find Qbo's **ease of learning** remarkable, thanks to its intuitive design and seamless integration with various software.
- Users find Qbo to be **easy to use** , with a wealth of features readily accessible and understandable.
- Users appreciate the **easy integrations** of Qbo, enabling seamless connection with Proconnect for quick reporting.

##### Cons

- Users feel that **bank reconciliation** in Qbo can be more simplified to enhance usability and efficiency.
- Users find the **confusing pricing** of Qbo to be a drawback, particularly with costly add-ons compared to competitors.
- Users find the **pricing to be expensive** compared to competitors, particularly when considering additional features.
- Users struggle with the **learning curve** of Qbo, as it differs significantly from traditional desktop accounting software.
- Users feel the **user interface could be more attractive** , enhancing overall experience with Qbo.

#### What Are Recent G2 Reviews of Qbo?

**["Best accounting software in this decade."](https://www.g2.com/survey_responses/qbo-review-11545714)**

**Rating:** 5.0/5.0 stars

_— Piyush K._

[Read full review](https://www.g2.com/survey_responses/qbo-review-11545714)

**["Best bookkeeping software in last 10 years."](https://www.g2.com/survey_responses/qbo-review-11448639)**

**Rating:** 4.5/5.0 stars

_— CA Piyush M._

[Read full review](https://www.g2.com/survey_responses/qbo-review-11448639)

### [Usermaven](https://www.g2.com/products/usermaven/reviews)

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: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.4/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Usermaven?

- **Seller:** [Usermaven Inc.](https://www.g2.com/sellers/usermaven-inc)
- **Year Founded:** 2021
- **HQ Location:** Delaware, DE
- **Twitter:** @usermaven  
337 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4236baefe0a0f0ee0066c0499a2e37a600a461cab5a0fb3c304f48e80634408a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fusermaven%2F&secure%5Burl_type%5D=linkedin_company_website)  
10 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 praise Usermaven for its **ease of use** and intuitive dashboard, enhancing their marketing analytics experience significantly.
- Users love the **easy setup** of Usermaven, finding it effortless and efficient for their analytics needs.
- Users value the **granularity and real-time reporting** of Usermaven, enhancing marketing analytics and user understanding.
- Users praise Usermaven's **intuitive interface** , allowing easy navigation and efficient data tracking without technical expertise.
- Users commend the **effortless setup** of Usermaven, enabling easy tracking without the need for technical expertise.

##### Cons

- Users find the **learning curve steep** , suggesting enhanced documentation and tutorials for a better onboarding experience.
- Users miss the **real-time monitoring** of website visitors that was available in previous analytics versions.
- Users desire **difficult customization** options for Usermaven, particularly for branding elements like colors and design.
- Users face **email integration issues** with Usermaven, which may affect the overall functionality and experience.
- Users experience **ineffective error handling** for bot traffic spikes, which occasionally disrupts their analysis experience.

#### What Are Recent G2 Reviews of Usermaven?

**["Fast Setup, Powerful Multi-Touch Attribution Platform"](https://www.g2.com/survey_responses/usermaven-review-13183088)**

**Rating:** 4.5/5.0 stars

_— amna f._

[Read full review](https://www.g2.com/survey_responses/usermaven-review-13183088)

**["Best Marketing Attribution Platform with 10/10 Onboarding and Support"](https://www.g2.com/survey_responses/usermaven-review-12261172)**

**Rating:** 4.5/5.0 stars

_— Imrana E._

[Read full review](https://www.g2.com/survey_responses/usermaven-review-12261172)

### [Klipfolio](https://www.g2.com/products/klipfolio/reviews)

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: 9.1/10)
- **Steps to Answer:** 8.4/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Klipfolio?

- **Seller:** [Klipfolio](https://www.g2.com/sellers/klipfolio)
- **Year Founded:** 2001
- **HQ Location:** Ottawa, ON
- **Twitter:** @klipfolio  
4,430 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bdbfe13f7d563b133d241982c25b0227b9bd2fccfa97025535318a7c9bc57878&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fklipfolio%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 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 appreciate the **seamless integrations** of Klipfolio, enabling smooth connections with various data sources effortlessly.
- Users value the **responsive customer support** of Klipfolio, which ensures they never feel stuck with issues.
- Users praise Klipfolio for its **ease of understanding** , allowing quick setup and smooth integration with data sources.
- Users find Klipfolio easy to use with **smooth connectivity** to data sources and excellent support when needed.
- Users find Klipfolio's **intuitive design** and clean UI greatly enhance their experience and integration capabilities.

##### Cons

- Users find the **limited chart functionality** of Klipfolio restricts advanced data analysis compared to other tools.

#### What Are Recent G2 Reviews of Klipfolio?

**["Recruiting and workforce data finally live in one shared view"](https://www.g2.com/survey_responses/klipfolio-review-13167850)**

**Rating:** 4.5/5.0 stars

_— Anna H._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-13167850)

**["Klipfolio Review"](https://www.g2.com/survey_responses/klipfolio-review-11750230)**

**Rating:** 5.0/5.0 stars

_— sumeet y._

[Read full review](https://www.g2.com/survey_responses/klipfolio-review-11750230)

#### What Are G2 Users Discussing About Klipfolio?

- [What is Klipfolio used for?](https://www.g2.com/discussions/what-is-klipfolio-used-for)

### [Omniscope Evo](https://www.g2.com/products/omniscope-evo/reviews)

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: 9.1/10)
- **Steps to Answer:** 9.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.9/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.1/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Omniscope Evo?

- **Seller:** [Visokio](https://www.g2.com/sellers/visokio)
- **Year Founded:** 2002
- **HQ Location:** London, GB
- **Twitter:** @Visokio  
255 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2e6a8d195f9f9a56d4b034ccd0b99bc53eab2931484df97375344d4759d9ac2d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F658108&secure%5Burl_type%5D=linkedin_company_website)  
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?

**["Strong ETL building tool with good dashboarding capabilities"](https://www.g2.com/survey_responses/omniscope-evo-review-9711987)**

**Rating:** 5.0/5.0 stars

_— Kay F._

[Read full review](https://www.g2.com/survey_responses/omniscope-evo-review-9711987)

**["The best ETL + Dataviz on the market right now"](https://www.g2.com/survey_responses/omniscope-evo-review-4780627)**

**Rating:** 5.0/5.0 stars

_— Alex O._

[Read full review](https://www.g2.com/survey_responses/omniscope-evo-review-4780627)

#### What Are G2 Users Discussing About Omniscope Evo?

- [What is Omniscope Evo used for?](https://www.g2.com/discussions/what-is-omniscope-evo-used-for) - 1 comment

### [Draxlr](https://www.g2.com/products/draxlr/reviews)

Draxlr is a self-service Business intelligence and an embedded analytics tool built for SaaS teams. Most teams get their first embedded dashboard live within days. The setup is straightforward enough that non-technical team members can build and update dashboards without writing SQL, using the drag-and-drop builder or the AI query tool that generates queries from plain English. For SaaS products that need customer-facing analytics, Draxlr embeds fully interactive dashboards via HTML, ReactJS SDK, VueJS SDK, or backend API. The Premium plan starts at $75/month and includes white labeling, unlimited customer viewers, and multi-tenant data filtering, with no per-viewer fees at any scale. For internal teams, Draxlr provides real-time dashboards, alerts when critical metrics change, scheduled reports, and secure shareable dashboard links for client reporting. Draxlr connects with all major SQL databases like Postgres, MySQL, Supabase, MariaDB, MSSQL, CockroachDB, Redshift, PlanetScale, YugaByte, BigQuery, Snowflake, ClickHouse, Databricks, Neon.

**Average Rating:** 4.8/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Draxlr?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.3/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.3/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Draxlr?

- **Seller:** [Draxlr](https://www.g2.com/sellers/draxlr)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka, India
- **Twitter:** @getdraxlr  
71 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfeb5f68560ce913b9dce84436b54d58e807db8f6e5673ed76108d6b2eaac518&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdraxlr-business-intelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 92% Small, 8% Medium

#### What Do G2 Reviewers Say About Draxlr?

_AI-generated summary from verified user reviews_

##### Pros

- Users love Draxlr for its **ease of use** , making dashboard creation simple and intuitive for everyone.
- Users commend the **responsive customer support** of Draxlr, noting quick and helpful assistance from the team.
- Users love the **intuitive charting features** of Draxlr, making it easy to create impressive dashboards effortlessly.
- Users find the **user-friendly data visualization** of Draxlr significantly enhances their business growth and decision-making.
- Users find Draxlr's setup to be **super easy** , enabling quick implementation and boosting business growth through effective data visualization.

##### Cons

- Users find the **user management challenging** , requiring time to adjust for internal team collaboration.
- Users desire more **customization options** for polar and radar graphs in Draxlr to enhance their experience.

#### What Are Recent G2 Reviews of Draxlr?

**["Exactly what we needed for embedded analytics at a fair price"](https://www.g2.com/survey_responses/draxlr-review-12752067)**

**Rating:** 4.5/5.0 stars

_— Jayesh M._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12752067)

**["Easy to Use with All the Features I Need"](https://www.g2.com/survey_responses/draxlr-review-12746100)**

**Rating:** 5.0/5.0 stars

_— Daniel P._

[Read full review](https://www.g2.com/survey_responses/draxlr-review-12746100)

### [ConverSight](https://www.g2.com/products/conversight/reviews)

ConverSight is a Contextual Decision Intelligence Platform, built based on its patented Augmented Conversational AI and Analytics techniques. ConverSight's AI assistant, Athena, delivers business insights by connecting to customer’s data and generating insights & recommendations using machine learning techniques. With ConverSight, businesses are able to implement artificial intelligence in their response planning methods, allowing for better accuracy, stronger decision-making, and smoother reaction times, which ultimately reduces costs and drastically improves the function of the supply chain. ConverSight acts as a Supply Chain Control Tower to help businesses optimize operations, minimize disruptions, and resolve critical issues in real time. ConverSight's AI business assistant, Athena, offers businesses greater data visibility and insights to proactively improve their supply chains and make other accurate, informed decisions

**Average Rating:** 4.5/5.0

**Total Reviews:** 40

#### How Do G2 Users Rate ConverSight?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.2/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.5/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind ConverSight?

- **Seller:** [ConverSight](https://www.g2.com/sellers/conversight)
- **Company Website:** conversight.ai
- **Year Founded:** 2017
- **HQ Location:** Indianapolis, IN
- **Twitter:** @ConverSight\_ai  
176 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=510af0b87bf2445f2491007a4dd53275ec73206a919dd7b0bb1d34b60f4cd069&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconversight%2F&secure%5Burl_type%5D=linkedin_company_website)  
91 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Food & Beverages
- **Company Size:** 81% Small, 16% Medium

#### What Do G2 Reviewers Say About ConverSight?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of ConverSight, enabling quick report generation and instant access to vital data.
- Users highlight the **efficiency** of ConverSight, enabling quick access to crucial data and streamlining decision-making processes.
- Users value the **seamless integrations** of ConverSight, enabling efficient data access across all systems for better decision-making.
- Users value the **fast and integrated performance** of ConverSight, enabling quick, informed decisions for supply chain management.
- Users appreciate the **conversational insights and visual dashboards** of ConverSight, enhancing data exploration and strategic planning.

##### Cons

- Users find the **complexity of querying and data integration** in ConverSight to hinder their overall experience.
- Users find the **limited customization** options frustrating, impacting their ability to tailor insights and presentations effectively.
- Users experience **challenging data integration** with legacy systems and specialized sources, impacting usability and efficiency.
- Users face **integration issues** with ConverSight, struggling with specialized data sources and challenging natural language queries.
- Users experience a **steep learning curve** with ConverSight, finding it challenging to formulate complex queries effectively.

#### What Are Recent G2 Reviews of ConverSight?

**["It's our practical solution for faster and more consistent reporting"](https://www.g2.com/survey_responses/conversight-review-12522561)**

**Rating:** 4.5/5.0 stars

_— Ludmila B._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12522561)

**["It urns complex data into actionable insights"](https://www.g2.com/survey_responses/conversight-review-12467977)**

**Rating:** 4.5/5.0 stars

_— Ramon V._

[Read full review](https://www.g2.com/survey_responses/conversight-review-12467977)

#### What Are G2 Users Discussing About ConverSight?

- [What is ConverSight.ai used for?](https://www.g2.com/discussions/what-is-conversight-ai-used-for)

### [Business Pulse](https://www.g2.com/products/business-pulse/reviews)

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: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.1/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Business Pulse?

- **Seller:** [Venture AI](https://www.g2.com/sellers/venture-ai)
- **Year Founded:** 2023
- **HQ Location:** Austin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bca48d29420de9e8ccc06376baa22f5e33236fe4924255a4999ebb8cf72764ab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fventureaicorp&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

#### 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 value the **instant data insights** from Business Pulse, enhancing decision-making and overall operational efficiency.
- Users appreciate the **ease of use** of Business Pulse, quickly receiving clear insights through simple, everyday questions.
- Users appreciate the **speed of insights** from Business Pulse, receiving instant answers that enhance decision-making efficiency.
- Users value the **seamless integration of data** , allowing for quick, actionable insights within a single platform.
- Users appreciate the **ease of understanding** with Business Pulse, effortlessly accessing clear insights and data quickly.

##### Cons

- Users find a steep **learning curve** when formulating complex questions effectively within Business Pulse.
- Users feel a need for more **customization options** in results display, particularly for team-wide reporting needs.
- Users suggest that **pricing issues** could be improved for a better overall experience with Business Pulse.

#### What Are Recent G2 Reviews of Business Pulse?

**["Our IT Company’s Trusted AI Partner"](https://www.g2.com/survey_responses/business-pulse-review-11598936)**

**Rating:** 5.0/5.0 stars

_— Sheri L._

[Read full review](https://www.g2.com/survey_responses/business-pulse-review-11598936)

**["A must-have tool for RevOps visibility and efficiency"](https://www.g2.com/survey_responses/business-pulse-review-11673579)**

**Rating:** 5.0/5.0 stars

_— Dylan W._

[Read full review](https://www.g2.com/survey_responses/business-pulse-review-11673579)

### [Whaly](https://www.g2.com/products/whaly-whaly/reviews)

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: 9.1/10)
- **Steps to Answer:** 10.0/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 9.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Whaly?

- **Seller:** [Whaly](https://www.g2.com/sellers/whaly)
- **Year Founded:** 2020
- **HQ Location:** Paris, FR
- **Twitter:** @WhalyHQ  
56 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5696dd2b141c55e4779d2d350d670c5503c54d14fbcf43d19ff1f9422a36084d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwhalyhq%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Whaly?

**["Great tool of self-service business intelligence and data visualization platform"](https://www.g2.com/survey_responses/whaly-review-8030954)**

**Rating:** 4.5/5.0 stars

_— Bastien E._

[Read full review](https://www.g2.com/survey_responses/whaly-review-8030954)

**["Superb BI tool that adapts to the needs of each business unit !"](https://www.g2.com/survey_responses/whaly-review-8209599)**

**Rating:** 5.0/5.0 stars

_— Simon M._

[Read full review](https://www.g2.com/survey_responses/whaly-review-8209599)

### [panintelligence](https://www.g2.com/products/panintelligence/reviews)

Expand ARR and accelerate your product roadmap with secure, Generative Business Intelligence (GenBI). At Panintelligence, we bring over 10 years of expertise in helping 400+ global customers unlock deeper insights, reduce technical debt, and drive data-driven growth. Our platform seamlessly integrates with your existing data infrastructure, providing your users with an intuitive, immersive experience. Low Code for Developers: We minimize development effort, allowing your team to focus on innovation and accelerate your roadmap. No Code for Users: We empower users to explore data independently, leveraging Generative BI to surface insights without technical expertise. By embedding Panintelligence, you enable self-service analytics while future-proofing your platform. Our partnership-driven approach ensures your business stays ahead with secure, scalable, and cutting-edge GenBI. Unlock the full potential of your data with Panintelligence – the Generative BI leader for organizations worldwide.

**Average Rating:** 4.4/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate panintelligence?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.6/10 (Category avg: 8.4/10)
- **Reports Interface:** 8.2/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind panintelligence?

- **Seller:** [Panintelligence](https://www.g2.com/sellers/panintelligence)
- **Company Website:** www.panintelligence.com
- **Year Founded:** 2014
- **HQ Location:** Leeds
- **Twitter:** @panintelligence  
2,056 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e21095aa48002ab7fedd5cdbd96323245dadbf1cc07c0218149fae3c4cc80307&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanintelligence%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 43% Medium, 39% Small

#### What Do G2 Reviewers Say About panintelligence?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **outstanding customer support** from Panintelligence, fostering a genuine partnership in their data journey.
- Users appreciate the **ease of use** of Panintelligence, enabling quick insights and efficient data-driven decision-making.
- Users value the **user-friendly analytics** of Panintelligence, enabling effective data visualization and quick insights.
- Users value the **flexibility in customizing charts and dashboards** , enhancing relevance for different departments and clients.
- Users appreciate the **flexibility of dashboard customization** in Panintelligence, tailoring visuals to meet diverse needs and preferences.

##### Cons

- Users express dissatisfaction with the **limited customization** options in Panintelligence, affecting user experience and chart styles.
- Users find that the **learning difficulty** of Panintelligence complicates setup and understanding of charts and modules.
- Users find the **limited chart functionality** frustrating, making advanced visualizations time-consuming and challenging to configure.
- Users find **limited visualization** options in panintelligence, which affects interactivity and customization capabilities.
- Users find the **missing features** in Panintelligence, particularly in customization and advanced capabilities, disappointing.

#### What Are Recent G2 Reviews of panintelligence?

**["The Panintelligence team are incredibly helpful, easy to work with, and always quick to respond."](https://www.g2.com/survey_responses/panintelligence-review-11387943)**

**Rating:** 4.0/5.0 stars

_— Stewart B._

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-11387943)

**["User-Friendly BI Platform with Excellent Support and Seamless Integration"](https://www.g2.com/survey_responses/panintelligence-review-12088298)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/panintelligence-review-12088298)

#### What Are G2 Users Discussing About panintelligence?

- [What is panintelligence used for?](https://www.g2.com/discussions/what-is-panintelligence-used-for)

### [Databox](https://www.g2.com/products/databox-databox/reviews)

Databox is an AI-powered business intelligence and analytics platform for teams that need clear, trusted answers fast. It helps growing companies and agencies move from dashboards to decisions by connecting directly to the tools they already use, standardizing metrics, and making performance easier to understand in the moment. Here is what teams can do with Databox: - Connect: Sync all your data from 130+ software tools, APIs, databases, or custom spreadsheets in seconds. - Prepare data: Curate, prepare, and merge raw data from multiple sources into datasets and analyze with more depth, confidence, and clarity later. - Genie, AI-Analyst: Ask questions about your performance and get clear, contextual answers in seconds. - Metrics & KPIs: Track all your company's metrics and KPIs in one place. - Dashboards: Visualize performance in real-time with interactive dashboards (custom or pre-built templates) you can share with anyone. - Reports: Create custom presentations of your data that update automatically. - Goals: Set realistic goals based on historical data, monitor your progress, then achieve them. - Forecast: Forecast what future performance will be for any metric, and see the best and worst-case scenarios. More than 20,000 growing businesses and agencies use Databox to align teams, save time, and inform predictable growth. Databox is SOC 2 certified, so your data stays secure and your team can move fast with confidence.

**Average Rating:** 4.4/5.0

**Total Reviews:** 189

#### How Do G2 Users Rate Databox?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Steps to Answer:** 8.5/10 (Category avg: 8.4/10)
- **Reports Interface:** 9.0/10 (Category avg: 8.7/10)
- **Calculated Fields:** 8.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Databox?

- **Seller:** [Databox](https://www.g2.com/sellers/databox)
- **Year Founded:** 2012
- **HQ Location:** Boston, MA
- **Twitter:** @databoxHQ  
7,310 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f172a6011d0bfbb22e5f109ad1f9171366088072fa1b3d0644f995a6db841d22&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2394209%2F&secure%5Burl_type%5D=linkedin_company_website)  
116 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Founder, Marketing Manager
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 71% Small, 21% Medium

#### What Do G2 Reviewers Say About Databox?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Databox, finding it simple to implement and integrate with various tools.
- Users appreciate the **seamless integrations** of Databox, facilitating easy access to crucial business metrics in one place.
- Users appreciate the **easy integrations** of Databox, simplifying access to critical business metrics across multiple platforms.
- Users praise Databox for its **world-class customer support** , enhancing their experience with the product significantly.
- Users value the **impressive AI summary feature** of Databox, enhancing the insightfulness and timeliness of reports.

##### Cons

- Users find that Databox has **connection issues** as it lacks integrations for specific industries, limiting its usability.
- Users find **connectivity issues** as Databox lacks certain industry-specific connections, impacting its overall functionality.
- Users find the pricing of Databox **excessively high** , with misleading charges leading to frustration and lost trust.
- Users find the **expensive pricing** and deceptive billing practices of Databox frustrating and damaging to customer trust.
- Users find the **learning curve steep** initially, which may hinder quick adaptation to Databox's features.

#### What Are Recent G2 Reviews of Databox?

**["Game-Changer for Reporting and Performance Tracking"](https://www.g2.com/survey_responses/databox-review-11137623)**

**Rating:** 5.0/5.0 stars

_— Marc W._

[Read full review](https://www.g2.com/survey_responses/databox-review-11137623)

**["Efficient Reporting but Needs Broader Integrations"](https://www.g2.com/survey_responses/databox-review-12676478)**

**Rating:** 4.0/5.0 stars

_— Stephanie O._

[Read full review](https://www.g2.com/survey_responses/databox-review-12676478)

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