# ThoughtSpot Reviews **Vendor:** ThoughtSpot **Category:** [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) **Average Rating:** 4.4/5.0 **Total Reviews:** 329 ## About ThoughtSpot 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. ## ThoughtSpot Pros & Cons **What users like:** - Users appreciate the **ease of use** of ThoughtSpot, enabling quick insights and straightforward data interpretation. (63 reviews) - Users value the **real-time insights** from ThoughtSpot, which drive organizational growth with actionable AI analytics. (43 reviews) - Users value the **comprehensive analytics** provided by ThoughtSpot, enabling deep insights and efficient data management. (31 reviews) - Users value the **intuitive search-based interface** of ThoughtSpot, making data analytics accessible for everyone. (23 reviews) - Users appreciate the **great data visualization** in ThoughtSpot, making complex information easy to understand and analyze. (21 reviews) - Data Analysis (19 reviews) - Efficiency (18 reviews) - User Interface (16 reviews) - Users value the **excellent customer support** from ThoughtSpot, enhancing their experience with engaging and responsive assistance. (14 reviews) - Data Handling (14 reviews) **What users dislike:** - Users note a **learning curve** for ThoughtSpot, requiring time to master its advanced features effectively. (23 reviews) - Users find the **missing features** in ThoughtSpot, including underwhelming visuals and limited reusability, frustrating. (13 reviews) - Users face a **learning difficulty** with ThoughtSpot initially, requiring time and IT support to master its features. (8 reviews) - Users find ThoughtSpot's **complexity in data modeling** challenging, especially when dealing with large data structures. (7 reviews) - Users find **limited customization** in ThoughtSpot, particularly in search visualization, essential for maximizing its potential. (7 reviews) - Users find the **difficult learning curve** of ThoughtSpot challenging, needing time to master its advanced features. (6 reviews) - Users find ThoughtSpot's pricing to be **expensive** , especially as query consumption increases, impacting affordability for smaller businesses. (6 reviews) - Initial Difficulty (6 reviews) - Limited Visualization (6 reviews) - Users are frustrated by **slow bug resolution** in ThoughtSpot, feeling that this issue is not prioritized adequately. (5 reviews) ## ThoughtSpot Reviews ### 1. Efficient with Visuals, But Needs More Flexibility **Rating:** 2.5/5.0 stars **Reviewed by:** Louis J. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 14, 2026 **What do you like best about ThoughtSpot?** I use ThoughtSpot for surfacing data in Snowflake and enabling self-serve. It makes it much easier for non-technical users to query data and build visuals. I like the ease of building visuals and querying data, and the live search is a feature I enjoy. The automatic filter pick-up and keyword searching are also helpful. It's easier for non-technical stakeholders to build reports plus NLQ with Spotter. **What do you dislike about ThoughtSpot?** I find the flexibility to transform data very limited and there's no way to stipulate what type of join to use. It would be useful to have more flexibility in visual types and data transformations, similar to a Power Query type layer in Power BI. Also, integrating apps built in Claude/Cursor and having the ability to plug them into live data in ThoughtSpot would be great. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot surfaces data in Snowflake, enabling self-serve access and makes it easier for non-technical users to query data and build visuals. ### 2. Intuitive Natural Language Analytics That Speeds Insights and Integrates Smoothly with Snowflake **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** April 29, 2026 **What do you like best about ThoughtSpot?** What I like best about ThoughtSpot is how intuitive it makes data exploration. The natural language search allows both technical and non-technical users to quickly get insights without needing to write complex queries. It really shortens the time from question to answer, which is valuable in fast-paced environments. This is especially important to my organization, as we need quick, on the spot insights to help us drive strategy. Overall, the integration with Snowflake was straightforward and allowed us to streamline our backend data. Additionally, the continuous improvement efforts of ThoughtSpot to evolve the platform are top of the line - they have an extensive runway of enhancements to better shape the product and respond to customer needs. **What do you dislike about ThoughtSpot?** One area for improvement in ThoughtSpot is its formatting and reporting flexibility. While the platform is very strong for ad hoc analysis and search-driven insights, it can feel somewhat limited when trying to create highly customized, presentation-ready reports compared to more traditional BI tools. Additionally, in being cloud based, it can be challenging to bring in data (e.g., text files, etc.) outside of cloud based tools. In our organization, we often receive data from vendors that are flat files and having the abiliyt to easily bring those in would be an added benefit. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot helps solve the challenge of quickly accessing and analyzing HEDIS performance data. It allows us to dig deeper into the data and uncover insights in a much faster, more seamless way. It also provides a self-service capability for end users, which reduces ad hoc requests and frees up analysts’ time. Without it, analysts would spend hours manually querying and analyzing datasets, slowing down decision-making. With ThoughtSpot, we’re able to get to actionable insights much more efficiently. ### 3. Revolutionized Insights with Conversational AI **Rating:** 5.0/5.0 stars **Reviewed by:** Farid V. | Enterprise (> 1000 emp.) **Reviewed Date:** April 06, 2026 **What do you like best about ThoughtSpot?** I really like the Conversational AI, Agentic features, and the Spotter functionality of ThoughtSpot. They provide additional insights and explanations, making the platform thorough, easy to access, and ubiquitous. The value comes in speed, clarity, and broader access to insights, as it reduces the friction between a business question and a usable answer. I appreciate how users can ask questions naturally, iterate quickly, and transition from data to action with less effort. I find Spotter particularly valuable as it goes beyond just information retrieval by explaining data, providing additional context, and guiding users to insights they might not think of on their own. ThoughtSpot becomes more than a reporting tool; it is a decision-support capability helping users interpret results, explore implications, and act confidently. **What do you dislike about ThoughtSpot?** There is clear value in ThoughtSpot, but the opportunity is in making advanced capabilities more consistently intuitive and dependable for everyday business users. At times, the experience can still require too much user interpretation, especially when moving from a question to a fully trusted, decision ready insight. Areas for improvement include making outputs more consistently context-aware, improving the precision and relevance of generated insights, and simplifying the experience so users can navigate advanced capabilities without needing significant enablement. In short, the platform is strongest when it reduces complexity. The more seamless, explainable and business-friendly the experience becomes, the more broadly and confidently it will be adopted. **What problems is ThoughtSpot solving and how is that benefiting you?** I use ThoughtSpot for quick, insightful data exploration through conversational AI and Spotter, which facilitates natural questions and provides thorough insights, reducing reliance on static dashboards and technical teams. ### 4. Empowers Self-Service Analytics with Speed **Rating:** 5.0/5.0 stars **Reviewed by:** Lauren A. | Enterprise (> 1000 emp.) **Reviewed Date:** April 06, 2026 **What do you like best about ThoughtSpot?** I love how ThoughtSpot is quick and enables us to democratize data, allowing more people to access it. It's fun to build with, and it offers many unique features. I appreciate the specific visuals we can create, such as heat maps and bar and line charts, which serve multiple purposes for our users. I find it very intuitive to use ThoughtSpot, making it easy to create quick answers with filters. I've learned to perform tasks rapidly and provide a lot of value with engaging visuals instead of just showing quick tables. People respond well to these visuals, which has been really helpful. Additionally, I enjoy ThoughtSpot for its ability to handle a vast amount of data and manipulate it, impressing everyone I have shown it to with how fast they can create reports and customize data. **What do you dislike about ThoughtSpot?** Sometimes, it does take a little bit of time to index the data when a new data model is created, and that is a little frustrating. So being able to get that indexing time down would be great. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot enables quick report creation and self-service data access, reducing back-and-forth on requirements. It democratizes data, allowing quick customizations, and users love the visuals and tabular download options. It's intuitive and lets us manage vast data effortlessly, impressing everyone with its speed and capability. ### 5. ThoughtSpot: Easy to Use, Clear Documentation, and Seamless AI Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Maayan B. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 18, 2026 **What do you like best about ThoughtSpot?** What I like most about ThoughtSpot is its ease of use, the ability to build relationships within the data model, and its very clear documentation. It also offers a seamless integration of AI capabilities and a well-designed user interface that aligns closely with market needs. **What do you dislike about ThoughtSpot?** “ThoughtSpot is highly accessible to end users, so once the models are built correctly within the platform, the responsibility for operating reports and visualizations lies with the end users. You don’t need to be a BI developer to manage the system. This has saved the data and engineering teams significant time, allowing them to focus on deeper business analysis rather than report maintenance.”What I like less at the moment is that while the platform is very AI-focused, their agent isn’t as powerful as I would expect. It doesn’t fully learn user behavior as anticipated, even though it leverages the OpenAI engine. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot is highly accessible to end users, so once the models are built correctly within the platform, the responsibility for operating reports and visualizations lies with the end users. You don’t need to be a BI developer to manage the system. This has saved the data and engineering teams significant time, allowing them to focus on deeper business analysis rather than report maintenance. ### 6. Great Self-Service, But Formulas, Modeling, and Dashboard Access Are Too Many Steps **Rating:** 3.5/5.0 stars **Reviewed by:** Isabelle N. | Associate Data Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2026 **What do you like best about ThoughtSpot?** The platform makes it easy for non-technical users to self-serve, and the software is relatively easy to learn. Customer support is also responsive. **What do you dislike about ThoughtSpot?** The formulas don’t use SQL or Excel-style formatting, so they’re difficult to build, understand, and troubleshoot. Also, for a dashboard to include filters, the data has to be created as a model rather than pulled directly from the source table. That’s frustrating because it adds an extra step to what should be a straightforward setup. Adding users to dashboards and granting access also feels unnecessarily drawn out. Users request access, it comes through via email, and when you click “grant” it takes you to the dashboard—where you then have to remember the user’s name and manually add them yourself. On top of that, if someone needs to use the dashboard filters, you’re required to give them access to the underlying sources. Why? Overall, there are just too many steps. The formatting available within ThoughtSpot also feels very limiting in terms of fonts, colour palettes, themes, etc. available. **What problems is ThoughtSpot solving and how is that benefiting you?** Dashboarding and analytics for the business in real-time. Varied dashboards can be built fairly quickly and easily to answer business questions. ### 7. Most useful for data extraction and performance analysis. **Rating:** 5.0/5.0 stars **Reviewed by:** Titus J. | Sr Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** May 24, 2023 **What do you like best about ThoughtSpot?** Thoughtspot has given me an edge in obtaining relevant data sets to get clear and up to date view of the market segments compared to othe sources we use. **What do you dislike about ThoughtSpot?** It's almost perfect. But it does take some time to load in the browser. If there is a stand alone application that eases the accessibility of data, would be an added enhancement. Inability to get weekly comparison data because of storage limitation. **What problems is ThoughtSpot solving and how is that benefiting you?** It gives me a single source for data which in other sources are spread across different platforms or sections. Thoughtspot saves me a lot of time in obtaining data for analysis ### 8. Spotter Is a Huge Time Saver for Charts, Tiles, and API Integrations **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** May 15, 2026 **What do you like best about ThoughtSpot?** I think the Spotter tool is really cool at interpreting prompts and producing answers/liveboard tiles that match well with what I wanted. Huge time saver when making charts and tables. I also use the SpotterCode MCP regularly to understand and make API calls as we build out our integration - its awesome! **What do you dislike about ThoughtSpot?** Not much! At first I found it a little difficult to generate charts & tiles manually, but it was just a different paradigm than I'm used to. I know we had one recent workaround when it comes to displaying a duration column, but with formulas we were able to make things work. **What problems is ThoughtSpot solving and how is that benefiting you?** Thoughtspot has been able to provide the same level of reporting functionality so far as our home-built Reporting we're placing, plus more ### 9. Fast, User-Friendly Insights for Fraud Detection with ThoughtSpot **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Airlines/Aviation | Enterprise (> 1000 emp.) **Reviewed Date:** April 07, 2026 **What do you like best about ThoughtSpot?** As a fraud analyst, what I like most about ThoughtSpot is how quickly it lets me explore large datasets, spot unusual patterns, and turn what I find into actionable insights in real time. I can do all of this without needing deep technical skills, which helps me respond to suspicious activity faster and more effectively. **What do you dislike about ThoughtSpot?** For a fraud analyst, the main downside of ThoughtSpot is that, although it’s great for getting quick insights, it can still require fairly complex data preparation. It may also become costly at scale, and it isn’t the best fit for very advanced predictive fraud modeling. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot addresses the challenge of slow, complex data analysis by enabling instant, self-service insights from large datasets. This helps me spot fraud patterns more quickly and make better-informed decisions in real time. ### 10. Effortless Dashboard Creation with ThoughtSpot's NLP Magic **Rating:** 4.0/5.0 stars **Reviewed by:** pulkit t. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 04, 2026 **What do you like best about ThoughtSpot?** I like the ease of use and the Spotter feature in ThoughtSpot. Spotter helps me use NLP to get an answer to my questions, which is really helpful. The ease of use also comes from how easy it is to configure new graphs. Additionally, the initial setup of ThoughtSpot was quite easy, thanks to the help from Amit and Philipp. **What do you dislike about ThoughtSpot?** drilling down on a time frame level without doing many clicks **What problems is ThoughtSpot solving and how is that benefiting you?** I use ThoughtSpot for creating business dashboards, monitoring patterns, getting quick views, and drilling into errors. The ease of use and NLP-based spotter feature make it intuitive to configure graphs and find answers to my questions. ### 11. ThoughtSpot Redefines Self-Service BI at Enterprise Scale **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Enterprise (> 1000 emp.) **Reviewed Date:** November 27, 2025 **What do you like best about ThoughtSpot?** Natural Language Search allows users to query data using plain English, significantly reducing analysis times from hours to minutes. This makes self-service analytics accessible to non-technical stakeholders. Real-Time Queries are possible through a live connection to the Redshift warehouse on AWS, providing almost instant results even when working with hundreds of billions of rows. Security and Governance are enhanced with Role-Based Access (RBA) and Row-Level Security (RLS), giving Thoughtspot a compliance advantage and reducing the complexity often found in other BI solutions. Scalability for Enterprise Loads is another strength, as the system is designed to manage massive and complex datasets from numerous data sources. Its cloud-native architecture helps avoid the performance issues that can occur with legacy BI tools. The Unified Workflow Ecosystem is also notable. Analyst Studio brings together SQL, Python, R, and visualizations in a single environment, which greatly boosts productivity and supports end-to-end analysis without losing context. **What do you dislike about ThoughtSpot?** High and Opaque Pricing Policy: ThoughtSpot’s custom-quoted pricing model can be a shock to BI budgets, particularly for those looking to embed or scale the platform, with costs exceeding $500K annually for large-scale deployments. In contrast to Power BI’s affordable per-user tiers or Tableau’s transparent licensing, ThoughtSpot’s pricing can feel unpredictable and may pose a significant barrier for smaller startups and SMBs. Limited Visualization and Customization Options: The dashboards lack the refinement and variety found in Tableau’s or Power BI’s advanced charting capabilities. ThoughtSpot’s auto-generated visuals often appear basic and can feel sluggish during in-depth analysis. The user interface can be tedious, making it less suitable for presentation-ready reports when compared to the pixel-perfect designs offered by competitors. AI and NLP Limitations in Real-World Scenarios: The natural language search feature may struggle with complex or nuanced queries unless there is substantial upfront modeling. It lags behind tools like Sigma, which offer spreadsheet-like intuitiveness, or newer options like Zenlytic for genuine ad-hoc exploration. Achieving true self-service still requires a dedicated data professional team to ensure complete output accuracy, unlike Power BI Copilot’s broader capabilities. Performance Glitches and Stability Issues: While ThoughtSpot is fast for live queries and individual answers, liveboards (dashboards) can become laggy or unresponsive when handling massive datasets and numerous visualizations during exploratory work. This stands in contrast to Tableau’s reliable rendering or Looker’s efficient query handling. There are also several feature gaps and occasional bugs, which can make ThoughtSpot less dependable for high-stakes, real-time enterprise use compared to other well-established alternatives. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot is addressing the 'last-mile' challenge in business intelligence. Previously, our business users often had to wait days or even weeks to get the answers they needed. With the introduction of natural language search, they can now simply ask questions in plain English or use a point-and-click interface to receive answers within seconds, even when working with hundreds of billions of rows. Since deploying ThoughtSpot, the number of analysis requests has dropped by 800%, now averaging just 10 to 15 requests per month. This shift has enabled us to reclaim 70-75% of our business intelligence engineering team's time for more valuable work. ### 12. Empowering Self-Service Analytics with Room for Governance **Rating:** 3.5/5.0 stars **Reviewed by:** James L. | FP&A Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2026 **What do you like best about ThoughtSpot?** I love ThoughtSpot for its simple self-serve interface and AI natural language queries, which make it quick and easy for users to get to the right data. It's great because it empowers non-technical users to explore our data, solve problems, and answer their own questions without relying on the BI team. This speeds up insight generation and improves our organization’s data literacy. **What do you dislike about ThoughtSpot?** Because users can create their own 'answers' and 'liveboards', it can make governance difficult, leading to a number of duplicated, inefficient reports. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot simplifies data exploration for non-technical users, speeds up insight generation, and boosts our organization's data literacy. The self-serve interface and AI natural language queries make it quick and easy to access the right data. ### 13. ThoughtSpot Democratizes Data with Web-Search Simplicity **Rating:** 5.0/5.0 stars **Reviewed by:** Judy C. | Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** February 08, 2026 **What do you like best about ThoughtSpot?** I like ThoughtSpot best because it democratizes data—it turns every employee into an analyst by making data as easy to find as a web search. **What do you dislike about ThoughtSpot?** I don't have any specific reason why I dislike ThoughtSpot **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot solves the 'latency' problem in fraud detection. By replacing slow, manual reporting with instant, AI-powered search, it allows risk teams to stay ahead of evolving threats and stop fraudulent transactions in real-time. ### 14. Thoughtspot’s AI-Powered Analytics and Spotter Shine **Rating:** 4.5/5.0 stars **Reviewed by:** Mirza H. | Team Lead, Enterprise (> 1000 emp.) **Reviewed Date:** April 07, 2026 **What do you like best about ThoughtSpot?** AI enabled Analytics is the best part of Thoughtspot. Spotter has been the best feature within the tool **What do you dislike about ThoughtSpot?** i believe costly BI tool compared to other BI tools **What problems is ThoughtSpot solving and how is that benefiting you?** Currently, it's helping me analyze the spootter credits utilization ### 15. Steep Learning Curve, But Powerful **Rating:** 4.0/5.0 stars **Reviewed by:** Karli B. | Business Development Manager, Enterprise (> 1000 emp.) **Reviewed Date:** January 27, 2026 **What do you like best about ThoughtSpot?** I find ThoughtSpot to be a great tool once you get used to using it. It helps me put data together in ways that make it easy for me to tell a story. I use it to gather and compare performance data. **What do you dislike about ThoughtSpot?** I think it's very difficult to learn how to use ThoughtSpot. It takes a long time to really learn it, and I'm still not even close to where I want to be proficiency-wise. The initial setup was confusing, though manageable. **What problems is ThoughtSpot solving and how is that benefiting you?** I use ThoughtSpot to gather and compare performance data, which allows me to easily put data together to tell a story. ### 16. Intuitive and Inspiring Analytics Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Amy W. | eCommerce Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2025 **What do you like best about ThoughtSpot?** I have found Thoughtspot really easy to use. It's intuitive and easy to set up data dashboard and look for insights. I really like the Thoughtspot university, which helped me find more functions and uses in the beginning. Very inspirational. **What do you dislike about ThoughtSpot?** I wish more teams in my company would use it as it's easy to set up. **What problems is ThoughtSpot solving and how is that benefiting you?** Time saving and getting data insights quickly. Allowing me to share & provide regular updates & insights with other team members too. ### 17. A sophisticated data insights solution with powerful AI-driven analytics and dynamic visual reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Syed Saad M. | Mathematics Teacher, Software Development Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 10, 2022 **What do you like best about ThoughtSpot?** I like the fact that ThoughtSpot has evolved impressively throughout our journey with it. Its introduction of GenAI tools like Spotter and Sage have revolutionized our manual searches and build visualizations. For example, I can simply ask plain-language questions about causes that have resulted in changes in data and get insightful answers along with visual explanations. The AI highlights and KPI monitor have been extremely helpful for real-time alerts and for analyzing performance changes saving us a lot of time. Over time, ThoughtSpot has also significantly improved its mobile experience by bringing in real-time updates and campaign tracking while I'm away from desk. Overall, it is way more intelligent and collaborative now. **What do you dislike about ThoughtSpot?** The learning curve around the AI tools can be a bit steep for users with less technical expertise. This could be worked on by offering more coaching and explanation of how AI reached its conclusions and the processes behind it. Another issue that can be worked on is the customer support responsiveness. Recently when we ran into configuration issues, it took a significantly long time to get a resolution. Having access to experts quickly through a streamlined process would be extremely helpful. **What problems is ThoughtSpot solving and how is that benefiting you?** Our organization was looking for an easy yet efficient way to manage data and analytics without having any paper record. We found ThoughSpot and started using it to get detailed student insights and competitor's data and the trends in the industry. It is an amazing tool that has helped us extensively in managing data and financial services like scholarships without any hassles. ### 18. Effortless Analytics with Intuitive Multi-Module Support **Rating:** 5.0/5.0 stars **Reviewed by:** Dustin W. | Partner Success Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2025 **What do you like best about ThoughtSpot?** ThoughtSpot is helpful in capturing analytics for my team. I love the ease of use and the ability to have several data modules available at once. **What do you dislike about ThoughtSpot?** No issues at this time. I have only been using it for a few months now and have not had any issues. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot allows me access to several data modules all at once. This allows me the ability to speak to data on meetings when questions are asked. ### 19. Spotter and Spotter IQ Deliver Powerful AI Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** April 29, 2026 **What do you like best about ThoughtSpot?** AI / Intelligence with Spotter and Spotter IQ **What do you dislike about ThoughtSpot?** Liveboards/Answers aren’t as customizable as other BI tools. I’d really like to see more flexibility in creating visualizations in the future, especially when it comes to tailoring them to specific needs. **What problems is ThoughtSpot solving and how is that benefiting you?** The biggest problem Thoughtspot is solving for us is enabling self-service analytics through its Spotter capability. It helps our users run their own ad hoc analyses and ask questions on their own, which is especially valuable for people who aren’t very technically savvy. ### 20. Most powerful analytical transformation software across the globe **Rating:** 4.5/5.0 stars **Reviewed by:** Milton P. | Frontend Developer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** January 28, 2022 **What do you like best about ThoughtSpot?** Accurate data analysis has highly contributed to organization growth based on real-time insights. It generates actionable AI analytics that stabilizes workflows with trusted source of truth. **What do you dislike about ThoughtSpot?** ThoughtSpot has empowered us with solid data dynamics that have enhanced firm decision making. **Recommendations to others considering ThoughtSpot:** Preparation for future in our business is critical and we have gained a lot from ThoughtSpot analytics. The performance has gone beyond our expectations and I think it will be good for any business enterprise to start considering it in their budgeting. **What problems is ThoughtSpot solving and how is that benefiting you?** We have been able to monitor the due process of marketing our products and creating reliable applications that can transform systems faster. Data gathered from different sources helps us to plan and improve service delivery. Customers searching our products and services finds it flexible since they can get help from our automated search system. ### 21. A comprehensive platform to manage the integration and analysis of data from multiple sources **Rating:** 5.0/5.0 stars **Reviewed by:** Carrie M. | Group Talent Acquisition Lead, Retail, Enterprise (> 1000 emp.) **Reviewed Date:** March 20, 2023 **What do you like best about ThoughtSpot?** I love ThoughtSpot's ability to gather data from various sources. I love its amazing ability to integrate them. I also love the ability to create reports and dashboards based on ThoughtSpot's comprehensive analysis of the results, which always provides us with valuable and useful guidance to improve our strategies. It's also great that we can easily connect our social media pages to gather data that clearly illustrates all the positive and negative aspects we need to focus on. **What do you dislike about ThoughtSpot?** There are absolutely no downsides to ThoughtSpot. It's great how it simplifies page analysis and tagging seamlessly. **What problems is ThoughtSpot solving and how is that benefiting you?** In the world of artificial intelligence, data is of great importance, and ThoughtSpot has helped us collect the required data and conduct comprehensive analyzes that enabled us to achieve better results. ### 22. Easy to Use Without Being Technical, But the Cost Feels High **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Recreational Facilities and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 21, 2026 **What do you like best about ThoughtSpot?** you do not need tons of experience , you dont have to be so technical **What do you dislike about ThoughtSpot?** the cost is too high for us at this time **What problems is ThoughtSpot solving and how is that benefiting you?** not sure yet we are just dablling ### 23. Visualization and Effective Cloud Functionalities and Excellent for Data Modeling Operations. **Rating:** 4.5/5.0 stars **Reviewed by:** Veronica D. | Project Manager, Construction, Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2022 **What do you like best about ThoughtSpot?** Functional Digital Analytics creation solution and the ability to explore multiple projects data is excellent and reporting capability is also amazing. **What do you dislike about ThoughtSpot?** ThoughtSpot is an easy platform to get started without much technical help or training. **Recommendations to others considering ThoughtSpot:** Great performance of the ThoughtSpot functionalities through Cloud services and very reliable system to quick gather effective project data analytics and explore multiple data easily. **What problems is ThoughtSpot solving and how is that benefiting you?** Generation of useful and valuable business or operations reports is very easy. Great data searching solution. Effective data exploitation system. Project data management. Data analytics production is faster. Data modeling is excellent through ThoughtSpot. ### 24. Easy way to get answers from data **Rating:** 4.5/5.0 stars **Reviewed by:** Max B. | Head of Content, Small-Business (50 or fewer emp.) **Reviewed Date:** March 10, 2025 **What do you like best about ThoughtSpot?** I like the way our team gets the data we need without a data expert. ThoughtSpot’s search function makes it easy to just type in a question and get answers right away. No complex querys and no waiting. It saves us so much time. Another thing I like is how easily it connects to different data sources. We set it up with our existing systems without any problems, and it updates in real time. So we always have the latest data. The built-in AI is also a big plus. It helps find insights we might not have thought to look for Their support team is also great. **What do you dislike about ThoughtSpot?** It takes a little getting used to. especially if you’re used to traditional BI tools like Tableau. **What problems is ThoughtSpot solving and how is that benefiting you?** I used to waste so much time waiting for reports or trying to write big querys just to get the data I needed. If I needed something quickly, I had to ask the data team. It wasn’t always an option. It slowed everything down and made decision-making harder. With ThoughtSpot, that problem is gone. Now, I can just type in a question and get answers immediatley. I don’t have to depend on anyone else or spend hours figuring out querys. It’s made my work so much faster and easier. ### 25. Very chaotic, hard to mantain **Rating:** 0.0/5.0 stars **Reviewed by:** Carolina A. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** September 08, 2025 **What do you like best about ThoughtSpot?** The idea seems very good to be able to write natural language and het a query out of it. It does provide some nice dashboarding tools, like tabs with linked filters. It allows row level security. **What do you dislike about ThoughtSpot?** Things don't actually work properly. Any formula you try to build won't work (it's not even recognized by the tool even when you use the right syntax). We had to create all metrics in dbt to be able to calculate them properly in Thoughtspot. Natural language doesnt work well. Our users found it very non-intuitive **What problems is ThoughtSpot solving and how is that benefiting you?** Data access and governance ### 26. Great for Search-Driven Analysts with Interactive Dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Titus R. | Administrator, Small-Business (50 or fewer emp.) **Reviewed Date:** January 20, 2026 **What do you like best about ThoughtSpot?** It is good for search driven analysts,interactive dashboard, **What do you dislike about ThoughtSpot?** Expensive,limited customisation less control over visual design **What problems is ThoughtSpot solving and how is that benefiting you?** More people can find insight without deep technical skills ### 27. Great support team that actually helps **Rating:** 5.0/5.0 stars **Reviewed by:** L B. | Entrepreneur, Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2025 **What do you like best about ThoughtSpot?** I really like how helpful the support team is. Anytime I run into a issue or have a question, they respond quick and actually give real answers instead of just copy pasting something from docs. They take the time to understand my problem and help fix it. I also appreciate the training sessions and documentation they provide. It made it way easier for me to get comfortable using ThoughtSpot. **What do you dislike about ThoughtSpot?** Sometimes, more complex issues take longer to fix especially if they need engineering support. But the team is always responsive and keeps me updated, so it's not too bad. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot saves me time by making it easy to find and use data without extra steps. ### 28. Fast and easy analytics for everyone **Rating:** 4.0/5.0 stars **Reviewed by:** Lavishka T. | Marketing Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2025 **What do you like best about ThoughtSpot?** I like how easy it is to analyze data without needing to know sql. I can just type a question and get charts or tables right away. It’s really fast and saves me from waiting on reports. Another thing I like is how interactive everything is. If I need to dig deeper, I can click on the data and explore more without starting over. It makes business intelligence and analytics simple and quick. **What do you dislike about ThoughtSpot?** Some advanced analytics need extra setup, and it takes a bit to learn all the features. But once you get used to it, its really powerful. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot makes it easy to find insights without waiting for reports or needing technical skills. ### 29. ThoughtSpot makes it easy to add analytics to our app **Rating:** 4.5/5.0 stars **Reviewed by:** Lisa B. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2025 **What do you like best about ThoughtSpot?** We wanted to add analytics to our app without making it difficult. ThoughtSpot’s embedding feature made that easy. Now, our users can search their data directly inside our product, just like they would in Google. The setup was faster than we expected and we didn’t need our dev team to get it working. It connects well with our existing data sources and updates in real time, so users always see fresh insights. Another thing I like is how ThoughtSpot’s AI suggests questions and insights. It helps our users find trends they might not have thought to look for. Their support team has also been really helpful whenever we needed guidance. **What do you dislike about ThoughtSpot?** It’s fast and easy to use, but sometimes we run into minor limitations that require extra steps. **What problems is ThoughtSpot solving and how is that benefiting you?** Before ThoughtSpot, we struggled with making data accessible to our customers. We had reports, but they weren’t interactive, our users had to wait for updates. Now, our customers can ask their questions and get answers instantly. They don’t have to wait on pre-built dashboards or wait for someone to pull data for them. It’s made our product much more valuable and improved customer satisfaction. ### 30. Great for data - easy to view custom reports and share **Rating:** 4.0/5.0 stars **Reviewed by:** Malvika G. | Senior Marketing Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about ThoughtSpot?** It’s quite easy to create custom reports with specific filters and track against KPIs **What do you dislike about ThoughtSpot?** It would be nice if data could be updated real time **What problems is ThoughtSpot solving and how is that benefiting you?** We're able to utilize TS to look at our data and conversions on a day to day basis. We can also look at the quality and get trends to help fill in gaps ### 31. Thought spot is a good app for data analysis and visualization **Rating:** 3.5/5.0 stars **Reviewed by:** Soham C. | Associate software developer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 01, 2025 **What do you like best about ThoughtSpot?** The analysis view is excellent for data classification **What do you dislike about ThoughtSpot?** While integrating on different platform it takes a little bit time **What problems is ThoughtSpot solving and how is that benefiting you?** We have a app where we analyse all loans and income it visualizes daily expenses and yearly ### 32. Engaging and helpful **Rating:** 5.0/5.0 stars **Reviewed by:** Yash C. | Strategic Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** March 08, 2023 **What do you like best about ThoughtSpot?** I’ve noticed enhanced dashboard performance and improved AI-driven recommendations lately. The natural language search feels more intuitive, which speeds up analysis and helps make quicker business decisions. **What do you dislike about ThoughtSpot?** Still room for improvement in data sourcing flexibility more integrations and real-time sync options would help scale use cases even further. Additionally, better visualisation customisation could elevate presentation capabilities. **What problems is ThoughtSpot solving and how is that benefiting you?** The amount of insights and personalised insights makes it very much easier and accuarate for the use. Inanights are r very much helpful ### 33. Exceptional Tool for Real-Time Insights and Dashboard Creation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** February 05, 2025 **What do you like best about ThoughtSpot?** ThoughtSpot's AI-driven highlights are a game-changer, providing valuable insights with minimal effort. The platform's user-friendly interface makes it incredibly easy to create detailed dashboards, even for those without a technical background. The real-time insights ensure that our team is always working with the most up-to-date information, which significantly enhances our decision-making process The account team has equally been exceptional in being part of the team and helping find solutions for us and our clients. **What do you dislike about ThoughtSpot?** Honestly, there's nothing to dislike about ThoughtSpot. It has consistently met and exceeded our expectations. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot is instrumental in building demos for our sales team, allowing us to showcase the platform's capabilities effectively. Additionally, it helps us create real-time reporting environments for our clients, which is crucial in demonstrating the commercial benefits of our solutions. This not only enhances our sales presentations but also provides our clients with immediate, actionable insights, leading to better decision-making and increased satisfaction. ### 34. The future of business intelligence software **Rating:** 5.0/5.0 stars **Reviewed by:** Chip L. | Founder and Strategist, Small-Business (50 or fewer emp.) **Reviewed Date:** November 19, 2024 **What do you like best about ThoughtSpot?** ThoughtSpot is the most user-friendly BI platform I've used. As with all BI platforms there's some setup and architecture considerations to consider and roll out, but once in place it's intuitive and far easier to navigate than competitors. **What do you dislike about ThoughtSpot?** ThoughtSpot is paving the way forward in business intelligence, with a focus on search and natural language integration that allows you to dive deeply into your data without always having to rely on a data scientist to write queries every step of the way. Getting your instance set up requires some lift in terms of structuring your data set, but once in place it allows decision-makers (aka non-data scientists) to interact with and drill deeply into datasets to find insights. **What problems is ThoughtSpot solving and how is that benefiting you?** Current generation BI platforms require going back to the platform manager to rewrite queries in SQL or other languages to dig into the data, while ThoughtSpot uses AI to write and communicate the intent behind SQL queries, allowing the user to write them in natural language while the system handles the coding. ### 35. Extremely user-friendly analytics platform **Rating:** 5.0/5.0 stars **Reviewed by:** Steven K. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** November 11, 2024 **What do you like best about ThoughtSpot?** In my opinion, the most fundamental aspect is the ease of use of the platform. Unlike many other platforms, this one allows those who are less data-oriented to be able to quickly create and customize dashboards (or ‘liveboards’, as they are referred to in ThoughtSpot), enabling the usage of the platform more frequently. In this way, we are able to target a wider market and make it more convenient to sell our product by using ThoughtSpot instead of other platforms. Further, we also want to thank ThoughtSpot for their assistance. Many people we communicate with are active and engaged on our questions, which allows focusing on specific persons in order to receive assistance. On top of that, we could integrate ThoughtSpot into our platform without any problems. **What do you dislike about ThoughtSpot?** There is only one thing that I do not like much about ThoughtSpot. It is that things that clearly are software bugs take too long to get resolved. We feel that bugs should be given top priority and at times wonder whether that is really the case at ThoughtSpot. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot makes it possible to thrive entire organizations to work with data, not just by people who work in a data-driven way. ### 36. The simplest, and easiest BI tool that I have ever used. **Rating:** 5.0/5.0 stars **Reviewed by:** Bob F. | Executive Vice President, Small-Business (50 or fewer emp.) **Reviewed Date:** November 15, 2024 **What do you like best about ThoughtSpot?** I have used a lot of business intelligence tools over my career, and ThoughtSpot by far is the easiest to use and get real answers from our data quicker than other platforms. Plus, the support team has been great when answering my questins. It was easy to implement and roll out to our team. **What do you dislike about ThoughtSpot?** My only complaint is the inability for a month vs month comparison to dynamically change based on the selected date, **What problems is ThoughtSpot solving and how is that benefiting you?** For the longest time our reporting was a very manual process, taking almost 2 weeks at a time to do for every client. Now with ThoughtSpot our clients can see all the data that we can see and our team is able to look at the data quickly and make stragetic adjustments much faster. ### 37. Love how I can share insights with my team **Rating:** 4.5/5.0 stars **Reviewed by:** Tarun B. | SEO, Small-Business (50 or fewer emp.) **Reviewed Date:** April 01, 2025 **What do you like best about ThoughtSpot?** Sharing insights is quick and easy. Instead of sending static reports or endless emails, I can share a live link, and everyone sees the latest data. No need to refresh or ask for updates. Collaboration is smooth too. Team members can apply their own filters or adjust views in real time which makes discussions more productive. **What do you dislike about ThoughtSpot?** Setting permissions for external users takes a little extra effort. **What problems is ThoughtSpot solving and how is that benefiting you?** It keeps all of us on the same page without constant back-and-forth messages. Decisions get made faster. ### 38. A BI tools that will give your business users an iPhone like experience! **Rating:** 5.0/5.0 stars **Reviewed by:** Adam S. | Director of Data & Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2024 **What do you like best about ThoughtSpot?** - A fantastic ability to enable and empower self-service among business users - Very intuitive drill downs and search - Powerful change analysis - Great sales and customer success team that stays engaged, responsive, and helpful after signing a contract - DBT integration enables you to manage your datasets - Governance features with row-level security, verified boards and integrated descriptions of data **What do you dislike about ThoughtSpot?** - Basic metrics/semantic layer - Basic visualization customizations - Underutilized TML **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot is unmatched in enabling business users to access and analyze data they need ### 39. Greatest flexibility in reporting we've ever had **Rating:** 5.0/5.0 stars **Reviewed by:** christian g. | VP, Product Strategy and Development, Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2024 **What do you like best about ThoughtSpot?** The flexibility to drill down into any report without having to have built out the template/infrastructure of the report beforehand. **What do you dislike about ThoughtSpot?** No major downsides, implementation was fast. I guess the learning curve is quick but it gets a bit steeper if you want to learn every single feature offered. But at least the base features I use the most, those are self explanatory. **What problems is ThoughtSpot solving and how is that benefiting you?** It solves the problem of time-to-live for our customers, as well as reducing the support needed to create custom reports for our customers. ### 40. Great product and support! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2024 **What do you like best about ThoughtSpot?** - I really appreciate the excellent customer support provided by the ThoughtSpot team. They are responsive, efficient, and always ready to help. Specifically, I would like to call out great work on Ariana and Ashley's part. Their availability on Slack and quick resolution of issues have significantly contributed to our positive experience with ThoughtSpot. Their dedication to customer satisfaction truly sets them apart. - Internal users appreciate ThoughtSpot's easy-to-use and intuitive interface which allows non-technical individuals to interact with data and gain insights **What do you dislike about ThoughtSpot?** - Some users have noted that there are limitations when it comes to supported visualizations and access controls. More flexibility in this area would be appreciated. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot simplifies analytics for us, saving time and engineering effort. ### 41. Data to insights **Rating:** 4.5/5.0 stars **Reviewed by:** Yung C. | Executive Director - Marketing Automation Platforms, Enterprise (> 1000 emp.) **Reviewed Date:** June 03, 2025 **What do you like best about ThoughtSpot?** Empower users to gain insights from data **What do you dislike about ThoughtSpot?** Data setup upfront in order to gain insights **What problems is ThoughtSpot solving and how is that benefiting you?** Empower marketer to insights without analyst ### 42. ThoughtSpot as embedded product **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.) **Reviewed Date:** November 18, 2024 **What do you like best about ThoughtSpot?** The UI is very sleek and modern. There is some great funtionality and the data visualizations can empower the user to discover more and find the answers to their own questions. The technology behind it is constantly being worked on and new releases are coming out consistently. Implementation was fairly straighforward, there are some nuances. Overall it was pretty easy to integrate with our main product. My Account Executive has been amazing to work with and goes the extra mile to answer any questions or help find a solution to any challenge we are having. **What do you dislike about ThoughtSpot?** The functionality and interactivity inside each data tile is not as intuitive as expected. There are some limitations with their existing UI that can be challenging and unable to be modified. This can be a challenge when embedding the product that ideally needs to look/ feel like our product. There are some technical constraints with data sets. If you are using any sort of data integration outside of a data warehouse, be sure to work closely with the ThoughtSpot engineers to ensure compatibilty. Overall a great product with some room to improve on their embedded experience. **What problems is ThoughtSpot solving and how is that benefiting you?** Using an embedded experience allowed us to go-to-market faster and empower our users to answer data questions and empower users to eplore their data more. The funcationality can really help users who are not data experts feel successful. ### 43. Amazing support, great technology! **Rating:** 4.5/5.0 stars **Reviewed by:** Niamh M. | VP of Operations, Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2024 **What do you like best about ThoughtSpot?** The team really help you get the most out of the product and benefit from all of the features. **What do you dislike about ThoughtSpot?** Sometimes the features dont suit all of our needs so we need to create some workarounds **What problems is ThoughtSpot solving and how is that benefiting you?** Getting live, easy to read and understand analytics out to our clients whenever they need them. ### 44. Innovative BI tool which feels approachable for business users **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 10, 2024 **What do you like best about ThoughtSpot?** Quick implementation, intuitive UI for business users, innovative features (AI questions), great drill and interactive functionality for business users, awesome customer support, embedding dashboards into our customer portal is easy and works well. **What do you dislike about ThoughtSpot?** Thoughtspot is a premium option on the market, limited customization that comes with the nice user interface. **What problems is ThoughtSpot solving and how is that benefiting you?** We use thoughtspot for 2 purposes: 1. Making data and insights available to the entire company. 2. Embedding dashboards and data for our customers to access in our customer portals. ### 45. Happy with Thoughtspot **Rating:** 5.0/5.0 stars **Reviewed by:** Amy R. | System Admin, Mid-Market (51-1000 emp.) **Reviewed Date:** December 23, 2024 **What do you like best about ThoughtSpot?** Easy to review, easy to build your own custom dashboards **What do you dislike about ThoughtSpot?** Nothing I can think of - I use it almost every day. **What problems is ThoughtSpot solving and how is that benefiting you?** Quickly put information into dashboards ### 46. modern analytics interface **Rating:** 4.0/5.0 stars **Reviewed by:** Cheryl N. | Director of Data, Mid-Market (51-1000 emp.) **Reviewed Date:** December 11, 2024 **What do you like best about ThoughtSpot?** nice visuals, modern approach to analytics, efficiencies with TML, good customer support, good embedded functionality **What do you dislike about ThoughtSpot?** report components are not re-usable e.g. formulae, some features still not matured, e.g. syncs breaking, and sync to slack only shows first page **What problems is ThoughtSpot solving and how is that benefiting you?** allowing us to roll out access to our clients by making use of embedded analytics and also row level security improving data usage by sync to slack and gsheets ### 47. Great BI Tool **Rating:** 3.5/5.0 stars **Reviewed by:** Chris M. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 29, 2024 **What do you like best about ThoughtSpot?** I use ThoughtSpot almost everyday and the real-time analytics have been super helpful in driving a deeper understanding of customer system usage and helping to uncover pains. Also it integrates with a pretty diverse set data sources to drive those analytics, which is super important for our company/industry. The visualization and reporting tools provide solid functionality for our basic needs, and the AI-driven insights have helped in uncovering patterns. **What do you dislike about ThoughtSpot?** The learning curve was a little steeper than expected, just a little less intuitive for users unfamiliar with business intelligence tools. However, once comfortable it is easy to naviagate. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot is helping to solve our basic needs around understanding customer usages and entitlements which helps inform our team from sales to services to product around what customers are doing, where they are struggling and how we can best help them. This is giving me the ability to have more informed conversations with each customer and drive more value add conversations with those customers. ### 48. Easy to search, takes some time to get used to **Rating:** 4.0/5.0 stars **Reviewed by:** Mallory D. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 22, 2024 **What do you like best about ThoughtSpot?** I love the search tab. I've never been able to ask for exactly what I want. Even if it takes some poking around until I find what I'm looking for, at least I have the option to do that. I think the UI is great too. **What do you dislike about ThoughtSpot?** I wish it was easier to change the dates you are looking at. Ideally, being able to zoom in on a line chart or zoom out to get more or less granular would be awesome. I struggle with looking at different timespans. And also sometimes to find what I'm looking for I really have to hunt around different buttons and settings, when I think it could've been more easily found with the search bar if there were more options. Lastly, searching across multiple datasets in search data would be beneficial **What problems is ThoughtSpot solving and how is that benefiting you?** Understanding customer consumption and detailed usage reports to help identify churn risk and expansion opportunities ### 49. It is Ok **Rating:** 0.0/5.0 stars **Reviewed by:** Nick H. | D&TO Portfolio Manager / Business Strategy Manager III, Enterprise (> 1000 emp.) **Reviewed Date:** February 26, 2024 **What do you like best about ThoughtSpot?** I liked when we had the direct support from TS employees. **What do you dislike about ThoughtSpot?** It is not very easy to use and is a mix of coding languages that doesn't have clear guidance on the configuartion. Also, the answers are very much plug and play and if you do not have all the attributes correctly selected in the back end, or want to try different chart options it is not very user friendly. On the demo end we used to be able to get help directly from TS employees but they took that away so now its even more difficult to get answers and solutions. Not to mention the recent update stopped wrapping my text and now it just stops at one line and has "..." and from a reporting standpoint, this is not good. There is not enough "street" knowledge about TS and how to use it. **What problems is ThoughtSpot solving and how is that benefiting you?** Inconsistant rteporting ### 50. Thoughtspot at Les Schwab **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin C. | Enterprise (> 1000 emp.) **Reviewed Date:** February 22, 2024 **What do you like best about ThoughtSpot?** TS is a great, intuative tool to consume data with the end goal of presenting information in an easy to understand format. This tool prioritizes have answers at your fingertips which allows for free form business conversations to pull in data backed proofs. The Data Lake TS can pull from is very impressive, easily able to span across many parts of the business. **What do you dislike about ThoughtSpot?** There is a decent learning curve to understand the capabilities of TS because it is such a unique tool. Not a real issue in the grand scheme of things, but worth noting. **What problems is ThoughtSpot solving and how is that benefiting you?** Thoughspot is ideal for socializing data that is easily understoodm across multiple expertises and business functions to place data as common ground. We use TS to discuss sales data to drill down to target various strategic changes to our business plan. ## ThoughtSpot Discussions - [Do you have a roadmap for automated insights a la the use case above?](https://www.g2.com/discussions/26396-do-you-have-a-roadmap-for-automated-insights-a-la-the-use-case-above) - 1 comment, 1 upvote - [How beneficial is Thoughtspot with end user who are not that much expert in data ?](https://www.g2.com/discussions/25499-how-beneficial-is-thoughtspot-with-end-user-who-are-not-that-much-expert-in-data) - 2 comments, 1 upvote - [How is ThoughtSpot priced?](https://www.g2.com/discussions/5134-pricing-licensing) - 2 comments, 1 upvote - [How is ThoughtSpot deployed?](https://www.g2.com/discussions/5133-deployment-options-available) - 1 comment, 1 upvote - [How big is ThoughtSpot?](https://www.g2.com/discussions/5099-how-big-is-thoughtspot) - 1 comment, 1 upvote - [View ThoughtSpot pricing details and edition comparison](https://www.g2.com/products/thoughtspot/reviews?source=search§ion=pricing&secure%5Bexpires_at%5D=2026-05-16+16%3A08%3A43+-0500&secure%5Bsession_id%5D=55e1765a-bcc8-4f0d-846f-c42dcf19bac4&secure%5Btoken%5D=bc999e257f1ab5fedfb1a5856fff19e768077b9c8e2df1d04f3e7adaea0e8daa&format=llm_user) ## ThoughtSpot Integrations - [Alation](https://www.g2.com/products/alation/reviews) - [Atlan](https://www.g2.com/products/atlan/reviews) - [Collibra](https://www.g2.com/products/collibra/reviews) - [dbt](https://www.g2.com/products/dbt/reviews) - [Fivetran](https://www.g2.com/products/fivetran/reviews) - [Google Cloud](https://www.g2.com/products/google-cloud/reviews) - [Looker](https://www.g2.com/products/looker/reviews) - [Quip](https://www.g2.com/products/quip/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [TrueDialog](https://www.g2.com/products/truedialog/reviews) ## ThoughtSpot Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors - Data Governance **Responses** - Personalization - Route To Human - Natural Language Understanding (NLU) **Automation - AI Agents** - Sales Follow-Up - Customer Interaction Automation - Lead Generation - Document Processing - Feedback Collection **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Platform** - Conversation Editor - Integration - Human-In-The-Loop **Autonomy - AI Agents** - Independent Decision Making - Adaptive Responses - Task Execution - Problem Solving **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - AI Agents** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Interaction and Workflow - Agentic Analytics** - Natural Language Query and Conversational Analytics - Action Triggering & Workflow Orchestration - Explainability & Audit Trails **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **AI Agent Management - Agentic Analytics** - Agent Configuration & Goals - Continuous Learning & Feedback **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top ThoughtSpot Alternatives - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,535 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (987 reviews) - [Looker](https://www.g2.com/products/looker/reviews) - 4.4/5.0 (1,572 reviews)