# Best Agentic Analytics Software

*By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)*


Agentic analytics software uses autonomous AI agents to analyze data, generate insights, and trigger actions without direct user input. These platforms go beyond traditional business intelligence or augmented analytics by enabling agents to reason through complex tasks, adapt based on feedback, and operate based on defined goals or constraints.

Predictive analytics tools are different from agentic analytics platforms as they forecast future outcomes based on historical data. Agentic analytics takes a more advanced, autonomous approach. These platforms use AI agents not only to predict but also to interpret data, reason through multi-step tasks, explain their logic, and take contextual actions. Unlike predictive tools that require human intervention to analyze and act, agentic systems are self-directed, enabling continuous, insight-to-action workflows with minimal user input.

Agentic analytics tools continuously scan connected data sources, detect trends or anomalies, and proactively deliver forecasts, explanations, or workflow triggers. They support natural language interfaces, provide explainable outputs, and often integrate with external systems for end-to-end decision automation. This software is used by data teams, business users, and operations professionals seeking real-time, self-directed analysis that reduces manual effort and enhances decision velocity.

To qualify for inclusion in the Agentic Analytics category, a product must:

- Employ autonomous or semi-autonomous AI agents for data analysis
- Support multi-step reasoning or task chaining for insight generation
- Trigger actions or workflows based on data-driven agent outputs
- Provide explainable outputs or reasoning logs from agents
- Allow user-defined goals, prompts, or parameters for agent behavior






## G2 Grid® for Agentic Analytics Software
![G2 Grid® for Agentic Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/agentic-analytics/grids.png?focus%5B%5D=1342421&focus%5B%5D=1213&focus%5B%5D=162504&focus%5B%5D=6232&focus%5B%5D=604&focus%5B%5D=610&focus%5B%5D=1396426&focus%5B%5D=989)
Highlighted products: Joule, Tableau, Hex, ThoughtSpot, Domo, GoodData.AI, Toffu AI, and Alteryx.
Underlying data: [Grid® JSON](https://www.g2.com/categories/agentic-analytics/grids.json?focus%5B%5D=joule&focus%5B%5D=tableau&focus%5B%5D=hex-tech-hex&focus%5B%5D=thoughtspot&focus%5B%5D=domo&focus%5B%5D=gooddata-ai&focus%5B%5D=toffu-ai&focus%5B%5D=alteryx)


## How Many Agentic Analytics Software Products Does G2 Track?
**Total Products under this Category:** 47

### Category Stats (Jul 2026)
- **Average Rating**: 4.47/5 (↓0.02 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Aible (+3.13%) - Among all products in this category, Aible recorded the largest rating increase compared to last month
*Last updated: July 14, 2026*


## How Does G2 Rank Agentic Analytics Software Products?

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

- 30 Analysts and Data Experts
- 7,700+ Authentic Reviews
- 47+ 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.


## Which Agentic Analytics Software Is Best for Your Use Case?

- **Leader:** [Joule](https://www.g2.com/products/joule/reviews)
- **Highest Performer:** [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews)
- **Easiest to Use:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Top Trending:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
- **Best Free Software:** [Hex](https://www.g2.com/products/hex-tech-hex/reviews)


---

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---

## What Are the Top-Rated Agentic Analytics Software Products in 2026?
### 1. [Joule](https://www.g2.com/products/joule/reviews)
Joule is an AI copilot that’s grounded in an organization's business data and infused with AI agents. It proactively assists employees in every cloud application they use while automating complex processes. Joule is designed to free teams from busy work and helps them work more efficiently with simple, natural language requests. Employees receive a continuous AI experience that connects data and workflows across SAP and third-party systems. Joule aims to enable faster, data-driven decisions with immediate, context-rich insights and automates multi-step workflows with a system of collaborative AI agents.


**Average Rating:** 4.3/5.0
**Total Reviews:** 83

**Who Is the Company Behind Joule?**

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Company Website:** https://www.sap.com/
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP (297,052 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 30% Small-Business, 29% Enterprise


#### What Are Joule's Pros and Cons?

**Pros:**

- Ease of Use (30 reviews)
- Efficiency (26 reviews)
- Useful (22 reviews)
- Time-Saving (20 reviews)
- Automation (16 reviews)

**Cons:**

- AI Limitations (22 reviews)
- Usage Limitations (16 reviews)
- Inaccuracy (11 reviews)
- Context Understanding (8 reviews)
- Integration Issues (8 reviews)


### What Do G2 Reviewers Say About Joule?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Joule, enjoying its intuitive interface and quick setup for data management.
- Users value Joule's **efficiency** , citing easy setup and instant responses that enhance daily business operations.
- Users find Joule to be **incredibly valuable** for automating tasks and enhancing decision-making across business operations.
- Users value Joule's **time-saving features** , enhancing efficiency through AI-driven insights and streamlined workflows.
- Users value **automation capabilities** of Joule, streamlining operations and enhancing decision-making without complexity.

**Cons:**

- Users note the **limitations in understanding user intent** , leading to repetitive and generic responses that hinder effectiveness.
- Users find **usage limitations** in Joule, particularly with complex tasks and the need for manual adjustments.
- Users experience **inaccurate responses** from Joule, often requiring double-checking and leading to frustration in complex queries.
- Users feel that Joule's **contextual understanding** needs improvement to provide more accurate and tailored responses.
- Users experience **integration issues** with Joule, making it challenging to connect with non-SAP applications and core business data.

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

**"[Joule Simplifies Daily Workflows Helps You Get AnswerJImprove Daily Workflow Efficiencys Faster](https://www.g2.com/survey_responses/joule-review-12998622)"**

**Rating:** 5.0/5.0 stars
*— Oscar Humberto G.*

[Read full review](https://www.g2.com/survey_responses/joule-review-12998622)

---

**"[Joule Streamlines SAP Workflows with Fast, AI-Powered Assistance](https://www.g2.com/survey_responses/joule-review-12972823)"**

**Rating:** 5.0/5.0 stars
*— Abderrahmane Mohamed N.*

[Read full review](https://www.g2.com/survey_responses/joule-review-12972823)

---



### 2. [Tableau](https://www.g2.com/products/tableau/reviews)
Tableau is the world’s leading AI-powered analytics platform. Whether you are a business user or an analyst, Tableau turns trusted data into actionable insights. With our flexible, interoperable platform, you can: Turn data into action at scale with human and agent collaboration. Tableau Next delivers agentic AI for faster data-insight-action workflows. It surfaces insights, provides proactive recommendations, and helps you take action in the flow of work. Scale data-driven insights with complete operational confidence. Tableau Cloud enables fully managed analytics at scale. It accelerates your time to value and gives you access to the latest AI-powered innovations. Deploy visual, self-service analytics with unmatched control and flexibility. Tableau Server meets your organization's governance and security needs. It provides enterprise-grade, self-service analytics on-premise or in your private cloud.


**Average Rating:** 4.4/5.0
**Total Reviews:** 3,653

**Who Is the Company Behind Tableau?**

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (579,511 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Enterprise, 36% Mid-Market


#### What Are Tableau's Pros and Cons?

**Pros:**

- Ease of Use (612 reviews)
- Data Visualization (544 reviews)
- Visualization (412 reviews)
- Features (340 reviews)
- Intuitive (309 reviews)

**Cons:**

- Learning Curve (275 reviews)
- Learning Difficulty (234 reviews)
- Expensive (217 reviews)
- Slow Performance (151 reviews)
- Difficulty (135 reviews)


### What Do G2 Reviewers Say About Tableau?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Tableau's **ease of use** exceptional, enabling quick data visualization and integration with various sources effortlessly.
- Users value Tableau for its **simplicity in creating visuals** , enabling quick insights from complex data sources.
- Users appreciate the **intuitive visualization capabilities** of Tableau, enhancing insights and decision-making through interactive dashboards.
- Users value Tableau for its **ease of use and diverse features** , enabling efficient data visualization and analysis.
- Users find Tableau's **intuitive interface** empowering, enabling easy creation of interactive dashboards and insightful visualizations.

**Cons:**

- Users find the **learning curve steep** , struggling with onboarding and integration, especially compared to other tools like Power BI.
- Users find **learning Tableau challenging** , particularly with collaborations, calculations, and transitioning from simpler tools.
- Users find Tableau to be **expensive** , and the value compared to alternatives is often unclear.
- Users find that Tableau has **slow performance** with large datasets and lengthy data refresh processes, causing frustration.
- Users find the **onboarding process complex** , making it challenging to navigate and utilize Tableau effectively.

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

**"[Intuitive, Powerful Dashboards Made Easy with Tableau](https://www.g2.com/survey_responses/tableau-review-12975131)"**

**Rating:** 4.5/5.0 stars
*— Animeshkumar N.*

[Read full review](https://www.g2.com/survey_responses/tableau-review-12975131)

---

**"[High-Quality reporting for Cloud Infrastructure Insights](https://www.g2.com/survey_responses/tableau-review-13066124)"**

**Rating:** 4.5/5.0 stars
*— Deepti N.*

[Read full review](https://www.g2.com/survey_responses/tableau-review-13066124)

---


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

- [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) - 2 comments
- [What is Salesforce CRM Analytics (formerly Tableau CRM) used for?](https://www.g2.com/discussions/what-is-salesforce-crm-analytics-formerly-tableau-crm-used-for)
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [What's New in Tableau Server?](https://www.g2.com/discussions/what-s-new-in-tableau-server) - 1 comment

### 3. [Hex](https://www.g2.com/products/hex-tech-hex/reviews)
Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now \> https://app.hex.tech/signup?source=g2 Get a demo \> https://hex.tech/request-a-demo/?source=g2


**Average Rating:** 4.5/5.0
**Total Reviews:** 401

**Who Is the Company Behind Hex?**

- **Seller:** [Hex Tech](https://www.g2.com/sellers/hex-tech)
- **Company Website:** https://hex.tech/
- **Year Founded:** 2019
- **HQ Location:** San Francisco, US
- **Twitter:** @_hex_tech (6,982 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/hex-technologies/ (249 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst, Data Scientist
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Mid-Market, 22% Small-Business


#### What Are Hex's Pros and Cons?

**Pros:**

- Ease of Use (114 reviews)
- SQL Queries (73 reviews)
- Data Management (69 reviews)
- SQL Querying (66 reviews)
- Data Analysis (55 reviews)

**Cons:**

- Limited Features (43 reviews)
- Missing Features (39 reviews)
- Lacking Features (35 reviews)
- Slow Performance (28 reviews)
- Data Management Issues (27 reviews)


### What Do G2 Reviewers Say About Hex?
*AI-generated summary from verified user reviews*

**Pros:**

- Users enjoy the **user-friendly ease of use** of Hex, making integration and setup smooth and efficient.
- Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience significantly.
- Users appreciate the **seamless data integration** and intuitive tools of Hex, enhancing collaboration and analysis efficiency.
- Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience efficiently.
- Users appreciate the **seamless data analysis capabilities** of Hex, combining ease of use with powerful tools for collaboration.

**Cons:**

- Users express concerns about Hex's **limited features** , finding them insufficient compared to more robust BI tools.
- Users note the **missing features** in Hex, such as saved query results and improved data visualization options.
- Users feel that Hex's **lack of essential features** hinders its dashboarding capabilities and overall effectiveness.
- Users experience **slow performance** in Hex, especially in virtual machines, impacting usability and functionality.
- Users face **data management issues** with Hex, including unreliable notebook runs and GPU integration challenges affecting productivity.

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

**"[Effortless Data Analysis with Powerful AI](https://www.g2.com/survey_responses/hex-review-12262172)"**

**Rating:** 5.0/5.0 stars
*— Hunter P.*

[Read full review](https://www.g2.com/survey_responses/hex-review-12262172)

---

**"[Amazing AI and SQL Autocomplete That Speeds Up My Work](https://www.g2.com/survey_responses/hex-review-12687305)"**

**Rating:** 4.0/5.0 stars
*— Paco R.*

[Read full review](https://www.g2.com/survey_responses/hex-review-12687305)

---


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

- [What is Hex Technologies used for?](https://www.g2.com/discussions/what-is-hex-technologies-used-for)

### 4. [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews)
ThoughtSpot is the Agentic Analytics Platform company for the enterprise. With natural language and AI, ThoughtSpot empowers everyone in an organization to ask data questions, get answers, and take action. Code-first for data teams and code-free for business users, ThoughtSpot is intuitive enough for anyone to use, yet built to handle large, complex cloud data at scale. Customers like Coca-Cola, Hilton Worldwide, and Capital One are unlocking the full potential of their data with ThoughtSpot.


**Average Rating:** 4.4/5.0
**Total Reviews:** 327

**Who Is the Company Behind ThoughtSpot?**

- **Seller:** [ThoughtSpot](https://www.g2.com/sellers/thoughtspot)
- **Company Website:** https://www.thoughtspot.com
- **Year Founded:** 2012
- **HQ Location:** Mountain View, CA
- **Twitter:** @thoughtspot (10,975 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2647843/ (1,738 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Enterprise, 42% Mid-Market


#### What Are ThoughtSpot's Pros and Cons?

**Pros:**

- Ease of Use (68 reviews)
- Insights (45 reviews)
- Analytics (34 reviews)
- Intuitive (24 reviews)
- Data Visualization (23 reviews)

**Cons:**

- Learning Curve (24 reviews)
- Missing Features (15 reviews)
- Complexity (9 reviews)
- Learning Difficulty (9 reviews)
- Limited Customization (8 reviews)


### What Do G2 Reviewers Say About ThoughtSpot?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of ThoughtSpot, enjoying smooth data access and intuitive search capabilities.
- Users appreciate the **user-friendly interface** of ThoughtSpot, making data handling and reporting effortless for everyone.
- Users appreciate the **intuitive and accessible analytics** of ThoughtSpot, enabling effortless data exploration and visualization.
- Users appreciate the **intuitive interface** of ThoughtSpot, making data analytics accessible and easy for everyone.
- Users value the **effective data visualization** of ThoughtSpot, enhancing analysis and supporting informed business decisions effortlessly.

**Cons:**

- Users experience a **steep learning curve** with ThoughtSpot, finding it challenging for those new to business intelligence tools.
- Users find that ThoughtSpot has **missing features** , with key data and UI customization options still lacking.
- Users struggle with the **complexity** of ThoughtSpot, finding it non-intuitive and difficult for advanced analytics.
- Users struggle with **learning difficulties** in ThoughtSpot, finding it non-intuitive and requiring IT support for effective use.
- Users find the **limited customization options** of ThoughtSpot frustrating, hindering their ability to tailor the experience.

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

**"[ThoughtSpot is one of the best tools on the market](https://www.g2.com/survey_responses/thoughtspot-review-12910262)"**

**Rating:** 4.0/5.0 stars
*— Murugan M.*

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-12910262)

---

**"[Easy-to-Navigate Search with Powerful Filters and Helpful AI Query Tweaks](https://www.g2.com/survey_responses/thoughtspot-review-13035404)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Leisure, Travel & Tourism*

[Read full review](https://www.g2.com/survey_responses/thoughtspot-review-13035404)

---


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

- [What is ThoughtSpot used for?](https://www.g2.com/discussions/thoughtspot-what-is-thoughtspot-used-for)
- [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) - 1 comment
- [Is ThoughtSpot a public company?](https://www.g2.com/discussions/is-thoughtspot-a-public-company)
- [What is ThoughtSpot used for?](https://www.g2.com/discussions/what-is-thoughtspot-used-for)
- [What is ThoughtSpot software?](https://www.g2.com/discussions/what-is-thoughtspot-software)

### 5. [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews)
GoodData is the full-stack, AI-native decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights. Designed for governed, scalable analytics, GoodData enables organizations to build, operationalize, and embed decisions, workflows, and AI agents directly within products and business workflows. The platform combines Analytics as Code, a governed semantic and metrics layer, APIs, SDKs, and open AI interoperability to help teams create composable analytics and AI experiences across products, workflows, and customer environments. From embedded analytics and dashboards to assistants, AI workflows, and interoperable agents, GoodData gives teams the foundation to move from insight to action with governance, performance, and deployment flexibility built in. Today, GoodData serves over 140,000 companies and 3.2 million users worldwide.


**Average Rating:** 4.3/5.0
**Total Reviews:** 598

**Who Is the Company Behind GoodData.AI?**

- **Seller:** [GoodData.AI](https://www.g2.com/sellers/gooddata-ai)
- **Company Website:** https://www.gooddata.ai/
- **Year Founded:** 2007
- **HQ Location:** San Francisco, CA
- **Twitter:** @gooddata (1 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/202760/ (281 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst, Product Manager
- **Top Industries:** Computer Software, Consumer Services
- **Company Size:** 44% Mid-Market, 40% Small-Business


#### What Are GoodData.AI's Pros and Cons?

**Pros:**

- Ease of Use (51 reviews)
- Data Visualization (34 reviews)
- Integrations (33 reviews)
- Intuitive (29 reviews)
- Easy Integrations (27 reviews)

**Cons:**

- Learning Curve (27 reviews)
- Missing Features (19 reviews)
- Learning Difficulty (18 reviews)
- Complexity (12 reviews)
- Limited Customization (12 reviews)


### What Do G2 Reviewers Say About GoodData.AI?
*AI-generated summary from verified user reviews*

**Pros:**

- Users highlight the **ease of use** of GoodData.AI, enabling quick report creation and effective metric management.
- Users value the **clean and customizable dashboards** of GoodData.AI, enhancing data presentation for all users.
- Users appreciate the **seamless integration** of GoodData.AI, enabling efficient data management and rapid deployment.
- Users find GoodData.AI to be **intuitive and easy to use** , enabling quick access to insights and reports.
- Users value the **easy integrations** of GoodData.AI, streamlining data analysis and enhancing overall productivity.

**Cons:**

- Users experience a **steep learning curve** with GoodData, making customization and basic functions challenging and time-consuming.
- Users find the **missing features** in GoodData.AI, particularly in documentation and Insight management, frustrating.
- Users find the **learning difficulty** challenging, especially with MAQL language and complex data models in GoodData.AI.
- Users find the **complexity** of GoodData.AI challenging, impacting setup, decision-making speed, and learning for new users.
- Users find the **limited customization** options in GoodData.AI hinder their ability to effectively manage data and reports.

#### What Are Recent G2 Reviews of GoodData.AI?

**"[Mosaic & Semantic Layer Unite Our Data, Plus Helpful AI Dashboard Suggestions](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)"**

**Rating:** 5.0/5.0 stars
*— Jeff P.*

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-12912613)

---

**"[Embedded Dashboards and Consistent Metrics That Cut Support Tickets](https://www.g2.com/survey_responses/gooddata-ai-review-13032302)"**

**Rating:** 5.0/5.0 stars
*— Yash G.*

[Read full review](https://www.g2.com/survey_responses/gooddata-ai-review-13032302)

---



### 6. [Domo](https://www.g2.com/products/domo/reviews)
Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and generate dynamic reports and visualizations—all within a single interface. With built-in AI and automation capabilities, teams can easily build and use AI agents, streamline workflows, and create tailored solutions.


**Average Rating:** 4.3/5.0
**Total Reviews:** 1,015

**Who Is the Company Behind Domo?**

- **Seller:** [Domo](https://www.g2.com/sellers/domo)
- **Company Website:** https://www.domo.com
- **Year Founded:** 2010
- **HQ Location:** American Fork, UT
- **Twitter:** @Domotalk (63,513 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/25237/ (1,299 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst, Business Analyst
- **Top Industries:** Computer Software, Marketing and Advertising
- **Company Size:** 49% Mid-Market, 29% Enterprise


#### What Are Domo's Pros and Cons?

**Pros:**

- Ease of Use (247 reviews)
- Data Visualization (116 reviews)
- Intuitive (95 reviews)
- Easy Integrations (92 reviews)
- Integrations (88 reviews)

**Cons:**

- Learning Curve (66 reviews)
- Missing Features (59 reviews)
- Data Management Issues (55 reviews)
- Expensive (44 reviews)
- Complexity (43 reviews)


### What Do G2 Reviewers Say About Domo?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise the **ease of use** of Domo, making data management accessible for everyone, even the less tech-savvy.
- Users value the **flexible dashboards** of Domo, which simplify data visualization and enhance decision-making efficiency.
- Users highlight the **intuitive design** of Domo, making data management accessible for everyone, even non-tech-savvy users.
- Users love the **easy integrations** of Domo, which streamline data management and enhance collaboration across platforms.
- Users value Domo's **seamless integration** with diverse data sources, enhancing data management and decision-making efficiency.

**Cons:**

- Users find the **learning curve steep** , needing extra effort to manage updates and navigate functionalities effectively.
- Users express concern over **missing features** like flexible pivot charts and unclear pricing models, impacting usability.
- Users face **data management issues** with Domo, citing unreliable connectors and difficulties in report generation and licensing.
- Users express frustration with Domo's **expensive pricing hikes** , particularly sudden increases that strain long-term customer relationships.
- Users find Domo's **complexity** challenging, with rigid data structures and cumbersome processes hindering efficiency and adaptability.

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

**"[Domo Makes Real-Time Dashboards Effortless with Intuitive ETL and Mobile Metrics](https://www.g2.com/survey_responses/domo-review-13032278)"**

**Rating:** 5.0/5.0 stars
*— Karthik S.*

[Read full review](https://www.g2.com/survey_responses/domo-review-13032278)

---

**"[Effortless Live Dashboards and Data Blending with Domo](https://www.g2.com/survey_responses/domo-review-13093007)"**

**Rating:** 5.0/5.0 stars
*— Karthik M.*

[Read full review](https://www.g2.com/survey_responses/domo-review-13093007)

---


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

- [What is Domo used for?](https://www.g2.com/discussions/what-is-domo-used-for) - 1 comment
- [How much does Domo cost?](https://www.g2.com/discussions/how-much-does-domo-cost)
- [What is Domo data?](https://www.g2.com/discussions/what-is-domo-data)
- [Is Domo any good?](https://www.g2.com/discussions/is-domo-any-good)
- [What does Domo software do?](https://www.g2.com/discussions/what-does-domo-software-do)

### 7. [Toffu AI](https://www.g2.com/products/toffu-ai/reviews)
Toffu AI is an AI-powered marketing automation platform designed to streamline marketing operations for B2B SaaS companies. It enables marketing teams to execute strategies, analyze data, and make informed decisions through a conversational chat interface. By integrating with existing marketing tools, Toffu AI automates repetitive tasks, generates insights, and optimizes campaigns in real time, allowing teams to focus on strategic initiatives. Key Features: - Conversational AI Interface: Allows users to perform marketing tasks and receive insights through natural language commands, simplifying complex operations. - Seamless Tool Integration: Connects with platforms like Google Analytics, LinkedIn, and Google Ads to coordinate campaigns and automate workflows. - Automated Task Execution: Handles repetitive activities such as keyword research and campaign optimization, freeing up time for strategic planning. - Data-Driven Insights: Provides real-time analysis of marketing data, offering actionable recommendations to enhance performance. - Smart Playbooks: Offers adaptable, repeatable workflows for various marketing strategies, guiding users through tasks like account-based marketing and influencer outreach. Primary Value and Solutions: Toffu AI addresses the inefficiencies of manual marketing processes by automating tasks such as data aggregation, report generation, and cross-platform campaign management. This automation reduces time spent on administrative work and minimizes human error in data interpretation. The platform is particularly valuable for marketing teams in B2B companies, agencies, and enterprises aiming to scale operations without increasing headcount. Use cases include scaling account-based marketing research, optimizing paid ad budgets, and conducting real-time competitor analysis to inform campaign adjustments.


**Average Rating:** 4.7/5.0
**Total Reviews:** 24

**Who Is the Company Behind Toffu AI?**

- **Seller:** [Toffu AI](https://www.g2.com/sellers/toffu-ai)
- **Year Founded:** 2024
- **HQ Location:** Middletown, US
- **LinkedIn® Page:** https://linkedin.com/company/toffu-ai (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 75% Small-Business, 17% Mid-Market


#### What Are Toffu AI's Pros and Cons?

**Pros:**

- Content Creation (6 reviews)
- Time Saving (6 reviews)
- Valuable Insights (6 reviews)
- Integration Capabilities (4 reviews)
- Marketing Strategies (4 reviews)

**Cons:**

- Data Inaccuracy (2 reviews)
- Limited Features (2 reviews)
- Software Bugs/Issues (2 reviews)
- Credit Issues (1 reviews)
- Integration Issues (1 reviews)


### What Do G2 Reviewers Say About Toffu AI?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **streamlined content creation process** with Toffu AI, delivering ready-to-use articles and insights effortlessly.
- Users highlight **significant time savings** with Toffu AI, as it automates analysis and generates content effortlessly.
- Users value the **valuable insights** from Toffu AI, enhancing understanding of analytics and simplifying content creation.
- Users love the **seamless integration capabilities** of Toffu AI, enhancing their marketing strategies effortlessly.
- Users love the **tailored marketing capabilities** of Toffu AI, making it feel like a valuable teammate in campaigns.

**Cons:**

- Users note the **slight inaccuracies in data** provided by Toffu AI, prompting the need for double-checking outputs.
- Users note the **limited features** of Toffu AI, suggesting it requires enhancements for a better experience.
- Users experience **minor glitches and occasional bugs** , though these are generally resolved quickly as Toffu evolves.
- Users find that Toffu AI requires **excessive credits for brief interactions** , potentially limiting access for some.
- Users are frustrated by the **lack of LinkedIn Ads integration** , eagerly awaiting this feature to enhance functionality.

#### What Are Recent G2 Reviews of Toffu AI?

**"[From Spreadsheets to Intelligence](https://www.g2.com/survey_responses/toffu-ai-review-12796378)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Marketing and Advertising*

[Read full review](https://www.g2.com/survey_responses/toffu-ai-review-12796378)

---

**"[Marketing-Focused Tool with Seamless Integrations](https://www.g2.com/survey_responses/toffu-ai-review-12308980)"**

**Rating:** 5.0/5.0 stars
*— Corrie H.*

[Read full review](https://www.g2.com/survey_responses/toffu-ai-review-12308980)

---



### 8. [Alteryx](https://www.g2.com/products/alteryx/reviews)
Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial.


**Average Rating:** 4.6/5.0
**Total Reviews:** 844

**Who Is the Company Behind Alteryx?**

- **Seller:** [Alteryx](https://www.g2.com/sellers/alteryx)
- **Company Website:** https://www.alteryx.com
- **Year Founded:** 1997
- **HQ Location:** Irvine, CA
- **Twitter:** @alteryx (26,149 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/903031/ (2,304 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Data Analyst, Analyst
- **Top Industries:** Financial Services, Accounting
- **Company Size:** 63% Enterprise, 21% Mid-Market


#### What Are Alteryx's Pros and Cons?

**Pros:**

- Ease of Use (333 reviews)
- Automation (148 reviews)
- Intuitive (132 reviews)
- Easy Learning (102 reviews)
- Efficiency (102 reviews)

**Cons:**

- Expensive (88 reviews)
- Learning Curve (80 reviews)
- Missing Features (62 reviews)
- Learning Difficulty (55 reviews)
- Slow Performance (41 reviews)


### What Do G2 Reviewers Say About Alteryx?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Alteryx, making data manipulation simple and accessible for everyone.
- Users appreciate the **efficient automation** in Alteryx, significantly speeding up their data preparation and analysis tasks.
- Users find Alteryx to be **very intuitive** , making technology accessible and easy to learn for everyone.
- Users find Alteryx to be **easy to learn and use** , with intuitive tools that enhance workflow efficiency.
- Users value the **efficiency** of Alteryx, effortlessly managing and processing data for streamlined analysis.

**Cons:**

- Users find Alteryx's licensing to be **expensive** , especially challenging for small teams and startups to justify costs.
- Users note a **learning curve** for mastering advanced features, which can be challenging for beginners.
- Users feel the **missing features** in Alteryx hinder performance, requiring additional tools like Tableau for effective reporting.
- Users note a **steep learning curve** for Alteryx, particularly those accustomed to hardcore SQL practices.
- Users report that **slow performance** with large workflows hampers analysis and complicates data wrangling tasks.

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

**"[Alteryx Streamlines Data Prep with an Intuitive Drag-and-Drop Workflow Builder](https://www.g2.com/survey_responses/alteryx-review-13000974)"**

**Rating:** 4.5/5.0 stars
*— Ankit  K.*

[Read full review](https://www.g2.com/survey_responses/alteryx-review-13000974)

---

**"[Intuitive Drag-and-Drop Analytics That Speeds Up Data Prep and Insights](https://www.g2.com/survey_responses/alteryx-review-12983224)"**

**Rating:** 4.5/5.0 stars
*— Akhil S.*

[Read full review](https://www.g2.com/survey_responses/alteryx-review-12983224)

---



### 9. [BlazeSQL](https://www.g2.com/products/blazesql/reviews)
It is an AI-Native Self-Service BI Platform, centered around an AI Data Analyst chatbot that queries, analyzes and visualizes data from your SQL Database. It enables true self-service analytics by really understanding and learning about your company and Database, so it can reliably answer everyone's questions on demand. Unlike most tools that claim to do the same, BlazeSQL is not only reliable, but it provides intuitive tooling to provide the AI with context, explains its work to non-technical users so it's not a black box, and provides transparency for admins so they have visibility of all chats and can easily monitor accuracy. It helps non-technical people get insights independently, and technical people work faster. Results from the chat can effortlessly be added to dashboards, exported, saved for tracking, or shared. While Blaze can certainly return specific data or graphs on demand (ex. campaign performance), it can fully apply its intelligence and business understanding by taking a user's high level goals (ex. increasing Return on Ad spend) and autonomously conducting a comprehensive analysis to surface the right insights and make actionable suggestions. That way, it fully leverage's the capabilities of the world's most powerful AI models as they continue to become more and more capable. Advanced capabilities include autonomous agent monitoring & reporting, a slack integration, web research, and dynamic AI integrations with any API. Enterprise security features include Role Based Access Control, a desktop client with an "Offline-mode" that only sends metadata to the cloud but leaves query results completely local, SSO, 2FA, and strong encryption in transit and at-rest. Notable customers such as Yamaha have had success using BlazeSQL, and it continues to be successfully adopted by SMEs and Large enterprises alike. Various case studies and testimonials note results like a data team saving 1.5 days a week, data bottlenecks being eliminated so that business stakeholders are able to make data a daily part of their work and thinking, and teams starting to think more strategically and critically with their analysis to deliver real business impact and growth.


**Average Rating:** 4.4/5.0
**Total Reviews:** 28

**Who Is the Company Behind BlazeSQL?**

- **Seller:** [BlazeSQL](https://www.g2.com/sellers/blazesql)
- **LinkedIn® Page:** https://www.linkedin.com/company/blaze-sql/ (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 61% Small-Business, 30% Mid-Market


#### What Are BlazeSQL's Pros and Cons?

**Pros:**

- Data Analytics (1 reviews)
- Ease of Use (1 reviews)
- Features (1 reviews)
- Flexibility (1 reviews)
- Integrations (1 reviews)



### What Do G2 Reviewers Say About BlazeSQL?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **efficient data analytics** capabilities of BlazeSQL, enabling faster insights and empowering self-service for others.
- Users find BlazeSQL exceptionally **easy to use** , streamlining data requests and empowering non-technical users in analysis.
- Users appreciate the **efficient data analysis capabilities** of BlazeSQL, empowering both technical and non-technical teams in exploration.
- Users appreciate the **flexibility** of BlazeSQL, enabling quick data analysis and empowering non-technical users effectively.
- Users value the **seamless integrations** of BlazeSQL, enhancing efficiency and empowering non-technical users for data analysis.


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

**"[Accurate, Secure Querying with No-Code Dashboards and Editable SQL](https://www.g2.com/survey_responses/blazesql-review-13072998)"**

**Rating:** 4.5/5.0 stars
*— Yaswanth S.*

[Read full review](https://www.g2.com/survey_responses/blazesql-review-13072998)

---

**"[Handy for quick queries, but not a daily driver](https://www.g2.com/survey_responses/blazesql-review-13084143)"**

**Rating:** 4.5/5.0 stars
*— Thiebauld G.*

[Read full review](https://www.g2.com/survey_responses/blazesql-review-13084143)

---



### 10. [Sprig](https://www.g2.com/products/sprig/reviews)
Sprig is an enterprise survey platform powered by AI agents. We help organizations move from question to evidence faster by transforming how research is designed, fielded, and synthesized. Instead of relying on manual survey programming, static forms, and time-consuming analysis, Sprig combines modern survey infrastructure with specialized agents that accelerate every stage of the research process. Research teams use Sprig to run customer surveys, market research, experience measurement, journey research, concept testing, and strategic studies. Whether collecting feedback from customers, prospects, panel participants, or users inside a product, Sprig helps teams gather higher-quality data and uncover deeper insights. Three AI agents power every stage of the research process: Design Agent: Builds rigorous studies from survey documents, research goals, briefs, and existing questionnaires. Field Agent: Delivers adaptive surveys that personalize questions and gather richer feedback across every channel. Synthesize Agent: Transforms responses into evidence-backed reports, themes, and recommendations. Leading companies including Microsoft, Figma, Notion, Ramp, DoorDash, Coinbase, Harvey, and Robinhood use Sprig to continuously learn from customers, understand markets, validate ideas, and improve products. By combining enterprise survey capabilities with AI-powered agents, Sprig enables teams to move faster, make better decisions, and turn research into a competitive advantage.


**Average Rating:** 4.5/5.0
**Total Reviews:** 104

**Who Is the Company Behind Sprig?**

- **Seller:** [Sprig](https://www.g2.com/sellers/sprig)
- **Company Website:** https://www.sprig.com
- **Year Founded:** 2019
- **HQ Location:** San Francisco, California
- **Twitter:** @Sprig (2,085 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/18717471 (265 employees on LinkedIn®)

**Who Uses This Product?**
- **Who Uses This:** Product Designer, Product Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 51% Mid-Market, 32% Enterprise


#### What Are Sprig's Pros and Cons?

**Pros:**

- Easy Setup (16 reviews)
- Ease of Use (15 reviews)
- Intuitive (12 reviews)
- Customer Support (11 reviews)
- Helpful (11 reviews)

**Cons:**

- Survey Issues (6 reviews)
- Survey Limitations (6 reviews)
- Limitations (5 reviews)
- Data Inaccuracy (4 reviews)
- Limited Features (4 reviews)


### What Do G2 Reviewers Say About Sprig?
*AI-generated summary from verified user reviews*

**Pros:**

- Users love the **easy setup** of Sprig, enabling quick and straightforward survey creation even for non-technical users.
- Users value the **ease of use** of Sprig, allowing quick setup and accessibility for multiple departments.
- Users love Sprig for its **intuitive usability** , making it easy to gather valuable customer feedback efficiently.
- Users value the **responsive customer support** from Sprig, ensuring timely assistance with their inquiries and setup.
- Users find Sprig **helpful** for its simple installation and intuitive design, enhancing ease of use for everyone.

**Cons:**

- Users report significant **survey issues** , including navigation difficulties, limited information, and event triggering problems.
- Users face **significant survey limitations** due to poor navigation, lack of information, and tricky event management.
- Users find the **clutter of unnecessary features** in Sprig hampers their experience and usability of the product.
- Users experience **data inaccuracy issues** , struggling with confusing billing and problematic survey event triggers affecting functionality.
- Users find Sprig's **limited features** frustrating, often making navigation and data utilization challenging and inefficient.

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

**"[Simple in-app surveys](https://www.g2.com/survey_responses/sprig-review-10452388)"**

**Rating:** 4.5/5.0 stars
*— Melanie D.*

[Read full review](https://www.g2.com/survey_responses/sprig-review-10452388)

---

**"[Takes some setup, but seamless surveys afterwards](https://www.g2.com/survey_responses/sprig-review-8915337)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Staffing and Recruiting*

[Read full review](https://www.g2.com/survey_responses/sprig-review-8915337)

---



### 11. [Unsupervised](https://www.g2.com/products/unsupervised/reviews)
Unsupervised automates analytics so revenue teams go straight to why metrics are failing or succeeding, surfacing hidden growth opportunities without endless dashboards. As the only platform leveraging unsupervised AI at scale, Unsupervised automates data prep and analysis of complex data, discovering the most critical KPIs and tracking the monetary return to the business over time. Business and data teams use Unsupervised to drive growth, reduce costs and mitigate risks without additional data science investment.


**Average Rating:** 4.4/5.0
**Total Reviews:** 8

**Who Is the Company Behind Unsupervised?**

- **Seller:** [Unsupervised.com, Inc.](https://www.g2.com/sellers/unsupervised-com-inc)
- **Year Founded:** 2017
- **HQ Location:** Denver, US
- **LinkedIn® Page:** https://www.linkedin.com/company/unsupervisedai/ (41 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 56% Mid-Market, 44% Small-Business


#### What Are Unsupervised's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Flexibility (1 reviews)
- Intuition (1 reviews)

**Cons:**

- Learning Curve (1 reviews)


### What Do G2 Reviewers Say About Unsupervised?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **ease of use** of Unsupervised, finding it flexible and intuitively simpler than competitors.
- Users admire the **flexibility** of Unsupervised, finding it easy to use and a powerful tool compared to competitors.
- Users value the **intuitive design** of Unsupervised, finding it easy to use and highly flexible.

**Cons:**

- Users find the **learning curve steep** , especially those with limited data analysis experience, making it challenging to grasp Unsupervised.

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

**"[Unsupervised Turns Raw Data into Actionable Insights—Fast](https://www.g2.com/survey_responses/unsupervised-review-13086650)"**

**Rating:** 5.0/5.0 stars
*— Soham Vilas D.*

[Read full review](https://www.g2.com/survey_responses/unsupervised-review-13086650)

---

**"[Transforms Complex Data into Actionable Insights](https://www.g2.com/survey_responses/unsupervised-review-13092063)"**

**Rating:** 4.0/5.0 stars
*— Affan A.*

[Read full review](https://www.g2.com/survey_responses/unsupervised-review-13092063)

---



### 12. [Zenlytic](https://www.g2.com/products/zenlytic/reviews)
Most orgs have more data than they know what to do with. Zenlytic changes that. Zenlytic is the AI Data Analyst for your entire org. Zoë answers the hardest questions and builds the decks, memos, and Excel models to back them up. She onboards in under an hour and surfaces verified answers on demand. Companies in retail, SaaS, technology, and finance use Zenlytic to stop waiting on data and start acting on it. Business teams get answers without the backlog. Data teams get out of the weeds. Curious what that looks like for your org? Start here.


**Average Rating:** 4.1/5.0
**Total Reviews:** 7

**Who Is the Company Behind Zenlytic?**

- **Seller:** [Zenlytic](https://www.g2.com/sellers/zenlytic)
- **Company Website:** https://zenlytic.com
- **Year Founded:** 2018
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/zenlytic (20 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 43% Small-Business, 29% Enterprise



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

**"[Fast, self-serve insights with Zoe for ad hoc analysis and more efficient dashboard creation](https://www.g2.com/survey_responses/zenlytic-review-13088664)"**

**Rating:** 4.5/5.0 stars
*— Tim B.*

[Read full review](https://www.g2.com/survey_responses/zenlytic-review-13088664)

---

**"[Fast Decision-Making with Robust Features](https://www.g2.com/survey_responses/zenlytic-review-13091967)"**

**Rating:** 4.0/5.0 stars
*— Raffaele N.*

[Read full review](https://www.g2.com/survey_responses/zenlytic-review-13091967)

---



### 13. [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews)
KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.


**Average Rating:** 4.5/5.0
**Total Reviews:** 98

**Who Is the Company Behind KNIME?**

- **Seller:** [KNIME](https://www.g2.com/sellers/knime)
- **Company Website:** https://knime.com
- **Year Founded:** 2008
- **HQ Location:** Zurich, Switzerland
- **Twitter:** @knime (7,998 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/692207?trk=tyah&trkInfo=clickedVertical%3Acompany%2CclickedEntityId%3A692207%2Cidx%3A2-1-4%2CtarId%3A1454002156993%2Ctas%3Aknime (244 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Higher Education
- **Company Size:** 43% Enterprise, 33% Mid-Market


#### What Are KNIME's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Coding Ease (4 reviews)
- Ease of Learning (4 reviews)
- Learning (4 reviews)
- Data Visualization (3 reviews)

**Cons:**

- Learning Difficulty (3 reviews)
- Memory Usage (3 reviews)
- Storage Limitations (3 reviews)
- Data Management Issues (2 reviews)
- Insufficient Learning Resources (2 reviews)


### What Do G2 Reviewers Say About KNIME?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find **KNIME's ease of use** remarkable, enabling effortless workflow creation without coding expertise.
- Users value the **coding ease** of KNIME, making it accessible for beginners and non-technical users alike.
- Users find KNIME to be an **easy-to-learn platform** that enables quick delivery of data solutions without coding expertise.
- Users find KNIME to be **easy to learn** , enabling quick delivery of complex data analysis and AI solutions.
- Users praise the **intuitive data visualization capabilities** of KNIME, making complex data insights easily accessible.

**Cons:**

- Users find the **learning difficulty** of KNIME challenging, particularly with unfamiliar data science concepts and visual programming.
- Users often face **memory usage issues** with KNIME, leading to slow performance and difficulties handling large files.
- Users face **storage limitations** with KNIME, leading to memory issues and slow performance with large files.
- Users find **data management issues** with KNIME, particularly in improving file handling and accessing certain databases.
- Users find the **lack of learning resources** for KNIME frustrating, hindering their ability to effectively utilize the software.

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

**"[KNIME’s Free No-Code Drag-and-Drop Analytics, from Descriptive to Agentic AI](https://www.g2.com/survey_responses/knime-review-12992618)"**

**Rating:** 5.0/5.0 stars
*— Guylaine B.*

[Read full review](https://www.g2.com/survey_responses/knime-review-12992618)

---

**"[KNIME’s Visual Workflows - One of the best tool for Auditing, Accounting & Finance Professionals](https://www.g2.com/survey_responses/knime-review-12976842)"**

**Rating:** 5.0/5.0 stars
*— Charm M.*

[Read full review](https://www.g2.com/survey_responses/knime-review-12976842)

---


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

- [What is KNIME Analytics Platform used for?](https://www.g2.com/discussions/what-is-knime-analytics-platform-used-for)
- [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) - 1 comment
- [How do I use Knime Analytics?](https://www.g2.com/discussions/how-do-i-use-knime-analytics)
- [Is Knime any good?](https://www.g2.com/discussions/is-knime-any-good)
- [What is Knime analytics platform?](https://www.g2.com/discussions/what-is-knime-analytics-platform)

### 14. [Infoveave](https://www.g2.com/products/infoveave/reviews)
Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions.


**Average Rating:** 4.9/5.0
**Total Reviews:** 9

**Who Is the Company Behind Infoveave?**

- **Seller:** [Noesys Software](https://www.g2.com/sellers/noesys-software)
- **HQ Location:** N/A
- **Twitter:** @infoveave (15 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/infoveave-pty-ltd/ (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 44% Small-Business, 22% Enterprise


#### What Are Infoveave's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Easy Integrations (3 reviews)
- Features (3 reviews)
- Community Support (2 reviews)
- Customer Support (2 reviews)

**Cons:**

- Poor Customer Support (2 reviews)
- Dashboard Issues (1 reviews)
- Data Cleaning (1 reviews)
- Data Inaccuracy (1 reviews)
- Data Integration (1 reviews)


### What Do G2 Reviewers Say About Infoveave?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **ease of use** of Infoveave, enabling quick data import and efficient dashboard creation.
- Users value the **easy integrations** of Infoveave, enabling quick data import and seamless dashboard creation.
- Users appreciate the **ease of use and quick implementation** of Infoveave, enhancing data management and insights delivery.
- Users value the **excellent community support** of Infoveave, enhancing their experience and boosting satisfaction.
- Users commend the **excellent customer support** of Infoveave, highlighting its reliability and efficient assistance.

**Cons:**

- Users find the **poor customer support** lacking in helpful resources, making it difficult to navigate the product effectively.
- Users face **dashboard issues** that complicate data isolation and require extensive restructuring for multi-tenant reports.
- Users face **initial difficulties with data cleaning** , complicating the use of dashboards for multi-tenant reports.
- Users face significant **data inaccuracy issues** with Infoveave, struggling with isolated tenant reports from multi-tenant sources.
- Users face **initial difficulties with data integration** , needing extensive restructuring for effective dashboard functionality across tenants.

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

**"[Scalable data automation for multi-site operations: Our unified source of truth](https://www.g2.com/survey_responses/infoveave-review-12599874)"**

**Rating:** 5.0/5.0 stars
*— Satish G.*

[Read full review](https://www.g2.com/survey_responses/infoveave-review-12599874)

---

**"[Infoveave Delivers Powerful, User-Friendly Shopfloor Intelligence](https://www.g2.com/survey_responses/infoveave-review-12600038)"**

**Rating:** 5.0/5.0 stars
*— Chore R.*

[Read full review](https://www.g2.com/survey_responses/infoveave-review-12600038)

---



### 15. [Aible](https://www.g2.com/products/aible/reviews)
Aible is an intuitive AutoML tool that enables your business team to create high-quality custom AI models focused on maximizing Business Impact. No training, no consulting required.


**Average Rating:** 4.1/5.0
**Total Reviews:** 4

**Who Is the Company Behind Aible?**

- **Seller:** [Aible](https://www.g2.com/sellers/aible)
- **Year Founded:** 2018
- **HQ Location:** Pleasanton, US
- **Twitter:** @iamAible (400 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/aible/ (47 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Enterprise, 25% Small-Business



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

**"[Easy-to-Use Platform for Data-Driven Decision Making](https://www.g2.com/survey_responses/aible-review-12973024)"**

**Rating:** 5.0/5.0 stars
*— Swaroop W.*

[Read full review](https://www.g2.com/survey_responses/aible-review-12973024)

---

**"[Changes Fast and User Friendly Platform](https://www.g2.com/survey_responses/aible-review-12975179)"**

**Rating:** 4.0/5.0 stars
*— Prem M.*

[Read full review](https://www.g2.com/survey_responses/aible-review-12975179)

---



### 16. [AI Reasoning Agents](https://www.g2.com/products/ai-reasoning-agents/reviews)
UptimeAI’s reasoning agents unlock operational potential by eliminating decision latency and scaling institutional expertise. By connecting cross-functional data and applying goal-oriented reasoning, the system delivers optimal decisions that tackle the most expert intensive problems in organizations to improve reliability, efficiency, and protect margins across your entire enterprise. Transforming the complex decision-making processes that need to happen in operations, and which used to typically take months or years, into minutes or hours is no trivial task. Here's how we do it: 1. It starts with your existing data infrastructure and toolsets. UptimeAI doesn't attempt to change anything here, but rather works within and integrates into your existing technology portfolio. 2. We build an outcome-oriented knowledge graph, that is really the starting point for how the agents work. This knowledge graph connects all of your existing information and institutional knowledge together in a way that accurately captures how it all relates to one another. 3. On top of the knowledge graph we build in domain skills. Making high risk, high reward decisions in operations can't be done without the right expertise. It's answering questions like, "what does this failure mode mean in the context of how my plant is currently operating?" These are the skills that an expert brings to the table. 4. The reasoning agents serve as the orchestration layer, connecting the right combination of skills and the right sets of data to solve the specific problem they’ve been designed to do with expert-level capability. The agent makes the optimal decision, then brings that to the operator or the engineer, with the full traceability and explainability of how it got to that conclusion, so all the person needs to do is act.


**Average Rating:** 4.5/5.0
**Total Reviews:** 10

**Who Is the Company Behind AI Reasoning Agents?**

- **Seller:** [UptimeAI](https://www.g2.com/sellers/uptimeai)
- **Year Founded:** 2019
- **HQ Location:** San Francisco, US
- **Twitter:** @UptimeAI (93 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/uptimeai-inc/ (106 employees on LinkedIn®)
- **Phone:** info@uptimeai.com

**Who Uses This Product?**
- **Company Size:** 70% Small-Business, 30% Mid-Market


#### What Are AI Reasoning Agents's Pros and Cons?

**Pros:**

- Accessibility (1 reviews)
- Data Management (1 reviews)
- Ease of Use (1 reviews)
- Efficiency (1 reviews)
- Features Detail (1 reviews)

**Cons:**

- Limited Customization (2 reviews)
- Difficult Learning (1 reviews)
- Expensive (1 reviews)
- Lack of Editing Features (1 reviews)


### What Do G2 Reviewers Say About AI Reasoning Agents?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **accessibility** of AI Reasoning Agents, enjoying its easy navigation and efficient results.
- Users value the **efficient interpretation of data** by AI Reasoning Agents, transforming technical details into actionable insights.
- Users appreciate the **ease of use** of AI Reasoning Agents, enjoying its user-friendly interface and straightforward workflow.
- Users find the **efficiency** of AI Reasoning Agents invaluable for interpreting technical data and identifying equipment issues quickly.
- Users value the **easy navigation** and rapid results of AI Reasoning Agents, enhancing efficiency and accessibility.

**Cons:**

- Users feel the AI Reasoning Agents have **limited customization options** , which restricts their ability to tailor the product to needs.
- Users note the **difficult learning** curve for some features of AI Reasoning Agents, impacting overall usability and experience.
- The product's pricing is **higher than competitors** , which can be a significant drawback for users seeking cost-effective solutions.
- Users find the **lack of editing features** limits detailed guidance, causing delays in their repair process.

#### What Are Recent G2 Reviews of AI Reasoning Agents?

**"[Enabling me to schedule for maintenance](https://www.g2.com/survey_responses/ai-reasoning-agents-review-10607377)"**

**Rating:** 4.0/5.0 stars
*— Amina M.*

[Read full review](https://www.g2.com/survey_responses/ai-reasoning-agents-review-10607377)

---

**"[A Valuable Resource for Innovation](https://www.g2.com/survey_responses/ai-reasoning-agents-review-10268839)"**

**Rating:** 4.0/5.0 stars
*— Shivendra S.*

[Read full review](https://www.g2.com/survey_responses/ai-reasoning-agents-review-10268839)

---



### 17. [Anomalo](https://www.g2.com/products/anomalo/reviews)
Anomalo is the agentic data management platform that autonomously monitors, investigates, surfaces, and reports on what matters across your data. No code, no prompts, and no manual tedium required. Using a proprietary data profiling and prediction engine, Anomalo learns the normal behavior of your data and identifies anomalies and noteworthy changes such as drift, missing records, schema changes, PII exposure, contradictions, bias, and more. This deep data understanding is what powers the suite of 9 agents that automate repetitive data tasks. Anomalo fits into any data stack with native integrations for Snowflake, Databricks, BigQuery, Redshift, Atlan, Alation, Airflow, dbt, Jira, ServiceNow, Slack, and Microsoft Teams. It can be deployed as SaaS, hybrid, in-VPC, or as a Snowflake Native App and meets the strictest enterprise security and compliance requirements. Enterprises use Anomalo to ensure trusted data for dashboards, regulatory reporting, customer analytics, operational intelligence, and AI/ML pipelines. Fortune 500 companies choose Anomalo because it delivers unmatched data intelligence without having to make compromises on scale, security, or simplicity.


**Average Rating:** 4.4/5.0
**Total Reviews:** 44

**Who Is the Company Behind Anomalo?**

- **Seller:** [Anomalo](https://www.g2.com/sellers/anomalo)
- **Company Website:** https://www.anomalo.com/
- **Year Founded:** 2018
- **HQ Location:** N/A
- **Twitter:** @anomalo_hq (555 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/anomalo (84 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Financial Services, Computer Software
- **Company Size:** 50% Mid-Market, 48% Enterprise



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

**"[Anomalo Makes Proactive Data Quality Easy with Smart Issue Detection](https://www.g2.com/survey_responses/anomalo-review-13084151)"**

**Rating:** 5.0/5.0 stars
*— Ronny B.*

[Read full review](https://www.g2.com/survey_responses/anomalo-review-13084151)

---

**"[Proactive Anomaly Detection That Saves Time and Boosts Data Confidence](https://www.g2.com/survey_responses/anomalo-review-12975209)"**

**Rating:** 4.5/5.0 stars
*— Pranjali B.*

[Read full review](https://www.g2.com/survey_responses/anomalo-review-12975209)

---


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

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

### 18. [Fabi.ai](https://www.g2.com/products/fabi-ai/reviews)
Fabi.ai is an all-in-one agile data analysis platform. It's designed to help data analysts, data scientists and other data practitioners uncover profit-driving insights through EDA and ad hoc analysis. It connects to all your data sources and allows you to create rich, interactive and collaborative reports directly in Fabi.ai, or push out the insights to spreadsheets, Slack and email.


**Average Rating:** 4.9/5.0
**Total Reviews:** 4

**Who Is the Company Behind Fabi.ai?**

- **Seller:** [Fabi.ai](https://www.g2.com/sellers/fabi-ai)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, US
- **Twitter:** @hqfabi (388 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fabi-ai/ (10 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Small-Business, 25% Mid-Market


#### What Are Fabi.ai's Pros and Cons?

**Pros:**

- Analysis Efficiency (1 reviews)
- Customization (1 reviews)
- Dashboarding (1 reviews)
- Ease of Understanding (1 reviews)
- Ease of Use (1 reviews)

**Cons:**

- Access Control (1 reviews)


### What Do G2 Reviewers Say About Fabi.ai?
*AI-generated summary from verified user reviews*

**Pros:**

- Users benefit from the **analysis efficiency** of Fabi.ai, greatly enhancing their data reporting and workflow delivery.
- Users value the **customization features** of Fabi.ai, significantly enhancing data reporting and workflow efficiency.
- Users value the **efficient dashboarding capabilities** of Fabi.ai, significantly enhancing data reporting and workflow delivery.
- Users love the **ease of understanding** with Fabi.ai, streamlining data reporting and workflow delivery significantly.
- Users value the **ease of use** of Fabi.ai, enabling efficient data reporting and dashboard building with minimal hassle.

**Cons:**

- Users note the need for **more granular access controls** as their teams grow, suggesting room for improvement.

#### What Are Recent G2 Reviews of Fabi.ai?

**"[Fabi is a game changer for our internal reporting](https://www.g2.com/survey_responses/fabi-ai-review-11430109)"**

**Rating:** 5.0/5.0 stars
*— Dan J.*

[Read full review](https://www.g2.com/survey_responses/fabi-ai-review-11430109)

---

**"[Perfect blend of power and ease of use](https://www.g2.com/survey_responses/fabi-ai-review-11431533)"**

**Rating:** 4.5/5.0 stars
*— Ishan T.*

[Read full review](https://www.g2.com/survey_responses/fabi-ai-review-11431533)

---



### 19. [Tellius](https://www.g2.com/products/tellius/reviews)
Enterprise Agentic Intelligence for Faster, Deeper Insights and Actions Tellius is the agentic intelligence platform that helps organizations understand performance, explain what changed, and take action—automatically and at scale. We unify natural language, automated reasoning, explainable insights, and workflow automation into a single decisioning layer used by commercial, finance, operations, and analytics teams. This is enterprise decision automation—transparent, governed, and built for real-world complexity. What Tellius Does: Enterprises don’t lack dashboards—they lack a fast, trusted way to understand business performance at the depth and granularity needed to make decisions. Tellius solves that by automating the full cycle: Question → Reasoning → Deep Insight → Explanation → Recommended Action Teams get answers in minutes instead of days, with full transparency into how Tellius reached its conclusions. How Tellius is Different: 1. End-to-End Agentic Intelligence Automates the entire loop from business question to explanation to downstream action—no manual stitching of tools. 2. Built for Multiple Data Sources & Multiple Teams Connects across diverse data sources (claims, CRM, POS, syndicated, SAP, Snowflake, Redshift, Databricks) and supports multiple business teams with different KPIs, workflows, and languages. 3. Deep, Explainable Insights Driver analysis, anomalies, comparisons, segmentation, and narratives that go far beyond dashboards or LLM chatbots. 4. Analyst-Governed, Business-Ready Analysts define the semantic layer, KPIs, data relationships, and governance—while business users get guided insights, explanations, and recommended actions that stay consistent with analyst-defined logic. 5. Enterprise-Grade Trust, Security & Data Complexity Handling Engineered for real-world enterprise data: handles multi-source, multi-grain, high-cardinality models, with built-in row-level security, audit trails, transparent SQL, and controlled LLM access for compliant, safe deployment. 6. Semantic Knowledge & Business Context Awareness Understands your business terminology, hierarchies, KPIs, and domain-specific logic—enabling context-rich interpretations, accurate reasoning, and consistent answers across all teams. 7. Workflow Accelerators for High-Value Domains Field Sales Effectiveness, Market Access, Claims, Retail Trade, Marketing Optimization, and Financial Variance. What You Get with Tellius: 1. 5–10× faster ad-hoc analysis across commercial and finance teams 2. 50+ hours saved per analyst/month on recurring deep dives 3. 30–40% faster KPI diagnosis across Access, Claims, and Field Execution 4. Up to 60% reduction in analytics backlog and manual work 5. Delivers 10–50× more granular and explainable insights at a level far beyond dashboards or LLM-only tools 6. Significant adoption lift due to explainable insights and multi-team workflows Why Customers Choose Tellius: - A single system that connects business questions to explanations and recommended actions - Transparent, trustworthy AI that works with (not against) existing data governance - Rapid value realization without hiring more analysts - Built for multi-team, multi-source, regulated, and complex enterprise environments


**Average Rating:** 4.4/5.0
**Total Reviews:** 23

**Who Is the Company Behind Tellius?**

- **Seller:** [Tellius](https://www.g2.com/sellers/tellius)
- **Year Founded:** 2016
- **HQ Location:** Reston, Virginia
- **Twitter:** @TelliusData (534 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/tellius/ (126 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 48% Enterprise, 26% Mid-Market


#### What Are Tellius's Pros and Cons?

**Pros:**

- Charting Features (1 reviews)
- Data Analysis (1 reviews)
- Ease of Use (1 reviews)
- Performance Evaluation (1 reviews)
- Powerful BI (1 reviews)

**Cons:**

- Confusing Pricing (1 reviews)
- Expensive (1 reviews)
- Integration Issues (1 reviews)
- Learning Curve (1 reviews)
- Missing Functionality (1 reviews)


### What Do G2 Reviewers Say About Tellius?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **data visualization tools** of Tellius, enabling the creation of interactive and informative dashboards.
- Users value the **advanced analytics capabilities** of Tellius, enabling the discovery of hidden patterns and trends.
- Users find Tellius to be **user-friendly** due to its natural language querying and intuitive interface for data analysis.
- Users appreciate the **advanced analytics capabilities** of Tellius, enabling them to uncover hidden patterns and trends effortlessly.
- Users value the **advanced analytics capabilities** of Tellius, enabling them to uncover insights and trends effectively.

**Cons:**

- Users find the **confusing pricing** of Tellius unsuitable for small businesses and startups, impacting affordability.
- Users express concerns about **Tellius being expensive** , making it less accessible for small businesses and startups.
- Users face **integration issues** with Tellius, limiting connections to various third-party applications compared to other BI tools.
- New users may face a **complex learning curve** with Tellius, impacting their initial analytical experience.
- Users report a **lack of critical integrations** in Tellius, limiting connectivity with other essential tools.

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

**"[AI and ML powered tool to improve your data insights](https://www.g2.com/survey_responses/tellius-review-8988889)"**

**Rating:** 4.5/5.0 stars
*— Abhinav M.*

[Read full review](https://www.g2.com/survey_responses/tellius-review-8988889)

---

**"[Tellius is a business intelligence and analytics tool](https://www.g2.com/survey_responses/tellius-review-8841087)"**

**Rating:** 4.5/5.0 stars
*— Yogesh R.*

[Read full review](https://www.g2.com/survey_responses/tellius-review-8841087)

---


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

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

### 20. [Coefficient](https://www.g2.com/products/coefficient/reviews)
Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficient Excel or Google Sheets extension and use it in a new or existing sheet in seconds. Once installed, Coefficient lives as a sidebar companion so your company data is only a couple of clicks away at any time. Any data source that you work with is available directly in your Coefficient sidebar – such as Salesforce, HubSpot, Snowflake, NetSuite, QuickBooks, MySQL, and Looker – with the ability to consolidate your data from multiple systems into one spreadsheet. Use Coefficient filters to easily customize your imports to only work with the data you need, keeping your spreadsheets performant. Quickly go back anytime to add more data in the same report. Never rebuild the same analysis twice by keeping your data up to date with scheduled updates. And, use Coefficient alerts to trigger Slack or email messages anytime your spreadsheet updates. Now, you can turn your spreadsheet into the most flexible, powerful monitoring system across all of your company data. Say “goodbye” to manual data workflows and “hello” to connected spreadsheets.


**Average Rating:** 4.7/5.0
**Total Reviews:** 192

**Who Is the Company Behind Coefficient?**

- **Seller:** [Coefficient](https://www.g2.com/sellers/coefficient)
- **Company Website:** https://coefficient.io/
- **Year Founded:** 2020
- **HQ Location:** Palo Alto, CA
- **Twitter:** @coefficient_io (346 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/coefficientworks/ (71 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 47% Mid-Market, 35% Small-Business


#### What Are Coefficient's Pros and Cons?

**Pros:**

- Ease of Use (111 reviews)
- Automation (61 reviews)
- Integrations (47 reviews)
- Easy Integrations (42 reviews)
- Time-saving (42 reviews)

**Cons:**

- Feature Limitations (33 reviews)
- Limited Features (21 reviews)
- Missing Features (15 reviews)
- Limitations (14 reviews)
- Integration Issues (13 reviews)


### What Do G2 Reviewers Say About Coefficient?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Coefficient, finding it seamless and hassle-free for data extraction.
- Users highlight the **automation capabilities** of Coefficient, significantly saving time and streamlining data management processes.
- Users value the **seamless integrations** of Coefficient that enhance productivity between Salesforce, QuickBooks, and Google Sheets.
- Users love the **easy integrations** of Coefficient, enabling seamless syncing between Postgres and Google Sheets effortlessly.
- Users enjoy the **time-saving automation** of Coefficient, regaining hours weekly with effortless data management.

**Cons:**

- Users find **feature limitations** in Coefficient, such as missing multiple filters and frustrating data formatting issues.
- Users note the **limited features** of Coefficient, especially regarding filtering and importing restrictions.
- Users miss the **missing features** like advanced filtering options and seamless chart integration with sheets.
- Users find the **row and filter limitations** of Coefficient restricts their data management and analysis capabilities.
- Users face **integration issues** with Coefficient, including missing features and frustrating data import processes.

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

**"[Efficient, User-Friendly Tool for Integrating Salesforce with Google Sheets](https://www.g2.com/survey_responses/coefficient-review-12701723)"**

**Rating:** 5.0/5.0 stars
*— Ellen Dericks C.*

[Read full review](https://www.g2.com/survey_responses/coefficient-review-12701723)

---

**"[Seamless Database Queries in Google Sheets with Responsive Support](https://www.g2.com/survey_responses/coefficient-review-13098229)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Marketing and Advertising*

[Read full review](https://www.g2.com/survey_responses/coefficient-review-13098229)

---



### 21. [DataLens](https://www.g2.com/products/datalens/reviews)
DataLens is a 360° AI based data intelligence platform that leverages AI to analyze data from disparate sources and generate detailed reports with illustrative visualizations. The platform can analyze vast datasets instantly and provide insightful AI-assisted suggestions and actionable recommendations that could reveal potential revenue-generating opportunities and data blind spots. Unlike legacy data analytics platforms and manual data interpretation, which take a tremendous amount of time and manual effort, DataLens instantly analyzes the datasets and generates comprehensive reports without risking data loss or compromising on data quality. DataLens makes information retrieval seamless by helping users interact directly with their data and retrieve required data points as and when necessary, with prompts in natural language. DataLens ensures end-to-end data security and privacy at rest as the platform does not store data anywhere, and organizations or individuals can choose to delete their data in their own time. This best data intelligence platform also supports users sharing their data with others and assigning their access levels, making it the perfect data intelligence platform for teams of all sizes!


**Average Rating:** 5.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind DataLens?**

- **Seller:** [Travancore Analytics](https://www.g2.com/sellers/travancore-analytics)
- **Year Founded:** 2007
- **HQ Location:** Tracy, US
- **LinkedIn® Page:** https://www.linkedin.com/company/travancore-analytics (225 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Simple and Effective Tool for Data Visualization](https://www.g2.com/survey_responses/datalens-review-13042913)"**

**Rating:** 5.0/5.0 stars
*— Bnar K.*

[Read full review](https://www.g2.com/survey_responses/datalens-review-13042913)

---



### 22. [Aide](https://www.g2.com/products/aide/reviews)
Aide consolidates support tools into a unified and reactive system that handles every step of the support workflow —identifying issues, solving them automatically, and suggesting optimizations to support and business operations — bringing intelligence to the support stack. Our agentic AI platform helps exceptional customer experience teamsdeliver faster resolution, improved customer satisfaction, measurable cost reduction, and intelligence that compounds, making AI your competitive advantage. Companies that use Aide continually exceed their customers' expectations, ultimately increasing loyalty, retention and lifetime value. Trusted by financial services teams, technical product teams, e-commerce brands, and education providers to reduce resolution time and scale support operations intelligently, while maintaining the quality of customer service. Aide is built to deliver real outcomes for companies with serious operational pain and volume where speed to value and interaction quality matter most. It is designed for ease of adoption and confident deployment to help teams deliver exceptional customer experiences.



**Who Is the Company Behind Aide?**

- **Seller:** [Aide](https://www.g2.com/sellers/aide)
- **Year Founded:** 2020
- **HQ Location:** Toronto, CA
- **Twitter:** @aidesupport (7 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/aidesupport/ (14 employees on LinkedIn®)






### 23. [Arito Agentic Analytics](https://www.g2.com/products/arito-agentic-analytics/reviews)
Arito is an agentic analytics and monitoring platform for finance and revenue teams, connecting financial and operational systems to deliver real-time insights and continuous oversight.



**Who Is the Company Behind Arito Agentic Analytics?**

- **Seller:** [Arito AI](https://www.g2.com/sellers/arito-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 24. [BizCopilot](https://www.g2.com/products/bizcopilot/reviews)
BizCopilot is an AI business copilot designed for executives and decision-makers who need clarity from structured company data. The platform connects securely to business databases and allows users to ask questions in natural language. BizCopilot performs multi-step reasoning, generates SQL queries when required, and returns structured results including tables, explanations, and visualizations. Unlike traditional business intelligence tools that rely primarily on dashboards and manual report building, BizCopilot focuses on answering executive-level questions directly. It is built for organizations that want faster insights without complex report configuration. BizCopilot is commonly used by multi-branch businesses, retail operators, and data-driven organizations that require cross-entity analysis, trend evaluation, and operational visibility. The system supports structured databases and uses a secure connector-based architecture to maintain data control within the customer’s environment.



**Who Is the Company Behind BizCopilot?**

- **Seller:** [BizCopilot](https://www.g2.com/sellers/bizcopilot)
- **Year Founded:** 2025
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/bizcopilot/ (1 employees on LinkedIn®)






### 25. [Databricks AI](https://www.g2.com/products/databricks-ai/reviews)

**Who Is the Company Behind Databricks AI?**

- **Seller:** [Databricks Inc.](https://www.g2.com/sellers/databricks-inc)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, CA
- **Twitter:** @databricks (92,269 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3477522/ (15,627 employees on LinkedIn®)







## What Is Agentic Analytics Software?

[Analytics Tools & Software](https://www.g2.com/categories/analytics-tools-software)

## What Software Categories Are Similar to Agentic Analytics Software?

- [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)
- [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)