--- title: ThoughtSpot Reviews meta_title: 'ThoughtSpot Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 340 reviews by the users' company size, role or industry to find out how ThoughtSpot works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 340 scale: '5' date_modified: '2026-07-29' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # ThoughtSpot Reviews **Vendor:** ThoughtSpot **Category:** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics) **Average Rating:** 4.4/5.0 **Total Reviews:** 340 ## 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** with ThoughtSpot, enjoying straightforward data access and intuitive search capabilities. (68 reviews) - Users appreciate the **user-friendly interface** of ThoughtSpot, which simplifies data management and reporting tasks effectively. (45 reviews) - Users praise the **intuitive analytics capabilities** of ThoughtSpot, making data exploration accessible for everyone in the organization. (34 reviews) - Users appreciate the **intuitive interface** of ThoughtSpot, making data analytics accessible and easy for everyone. (24 reviews) - Users appreciate the **effective data visualization** in ThoughtSpot, enhancing decision-making and streamlining business operations. (23 reviews) - Data Analysis (19 reviews) - Efficiency (18 reviews) - Data Handling (14 reviews) - User Interface (14 reviews) - Intuition (13 reviews) **What users dislike:** - Users experience a **steep learning curve** with ThoughtSpot, finding it challenging and unintuitive initially. (24 reviews) - Users find **missing features** in ThoughtSpot, noting delays in additions and a lack of customization options. (15 reviews) - Users struggle with the **complexity** of ThoughtSpot, finding it non-intuitive and challenging to build formulas effectively. (9 reviews) - Users struggle with **learning difficulties** in ThoughtSpot, finding it non-intuitive and requiring significant IT support. (9 reviews) - Users find the **limited customization options** in ThoughtSpot restrictive, impacting their ability to tailor visualizations effectively. (8 reviews) - Users are frustrated by **slow bug resolution** in ThoughtSpot, feeling that this issue is not prioritized adequately. (7 reviews) - Data Integration (7 reviews) - Users find the **difficult learning curve** of ThoughtSpot challenging, needing time to master its advanced features. (7 reviews) - Users find ThoughtSpot's pricing to be **expensive** , especially as query consumption increases, impacting affordability for smaller businesses. (7 reviews) - Initial Difficulty (7 reviews) ## ThoughtSpot Reviews ### 1. A powerful tool for visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Akrita V. | Application Development Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** April 07, 2020 **What do you like best about ThoughtSpot?** The power of AI which has been designed in a way that it understands what we want to search just on the basis of keywords. It also has SpotIQ that definitely deals with the real information. **What do you dislike about ThoughtSpot?** 1) Should include more graphical approach to have better picture. 2) Should include sharing feature **What problems is ThoughtSpot solving and how is that benefiting you?** I have been working on visualizing data and now can retrieve information in jiffy. I am also looking into the design part and understanding the authentication ways . Benefits are- it has reduced my work load and also saved a lot of time(as mentioned above). ### 2. Amazing reporting tool **Rating:** 4.5/5.0 stars **Reviewed by:** Nishtha G. | Product Coordinator, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2020 **What do you like best about ThoughtSpot?** The wide variety of features that ThoughtSpot offers is great, easy to understand user interface and some great improvements when compared to other BI tools **What do you dislike about ThoughtSpot?** Limitations of uploading a file in the tool are very disadvantageous **Recommendations to others considering ThoughtSpot:** Its a great tool for beginners to start with and additional advantage for using the advanced Though Spot features and implementations **What problems is ThoughtSpot solving and how is that benefiting you?** The analytics reports and creating dashboards on ThoughSpot is easier and helps me provide my clients with a better analysis. I have benefited the most while doing analysis and creating reports for better understanding ### 3. Thoughtspot works faster than what you expect **Rating:** 5.0/5.0 stars **Reviewed by:** Jyoti D. | Business Technology Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 22, 2020 **What do you like best about ThoughtSpot?** UX, analytics , quick turnaround response, integration can be done with any DB even excel file. **What do you dislike about ThoughtSpot?** Limitations around data modelling, cannot do any data manipulation inside tool. **Recommendations to others considering ThoughtSpot:** If you want Faster performance because of increased number of users, please go for it If you want a reporting plus analytics and your users are also well equipped with analysis, they can themselves search KPI and pull metric, then do for thoughtspot. **What problems is ThoughtSpot solving and how is that benefiting you?** We are dealing with a healthcare client, Thought Spot is really helpfull for district managers and regional managers to monitor sales around the market. ### 4. ThoughtSpot - Unicorn in BI **Rating:** 4.5/5.0 stars **Reviewed by:** Naman M. | Business Intelligence Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** April 23, 2020 **What do you like best about ThoughtSpot?** I have never seen a tool like Thoughtspot in my entire life. I have used this tool almost since its inception and was very much impressed from the entire product. **What do you dislike about ThoughtSpot?** Updates for ThoughtSpot were kind of slow as compared to other leading tools in the market. To compete with them, it has to speed up development. **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot Search and SpotIQ are the competent tools one can utilize to solve the business problems. ### 5. ThoughtSpot A Great Self Service Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Kevin C. | Business Intelligence Engineer, Financial Services, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** I like the simplicity of the tool for end user questions. I work in BI and I work with ThoughtSpot end users everyday. I have found that the tool puts the power in their hands. I have seen great answers created by end users and it is amazing what they can do when they have information in their hands. ThoughtSpot has saved me a ton of time in development because the end users can do it all themselves. **What do you dislike about ThoughtSpot?** The biggest issue we have ran into is the need to create additional views when wanting to create aggregates or comparing the same column over a period of time. In the sense that have customers that purchase our product and there is not an easy way to pull this customers oldest product and their newest product based on a simple date field. If there was a better way to do this comparison bascially making the customer table the main part of a worksheet without having to do that extra work that would be a great win for the end users. **Recommendations to others considering ThoughtSpot:** ThoughtSpot has been a great tool for giving power and knowledge to the end users with little extra backend work. It has not required excessive development though its life which has been great for allowing us as engineers to get more work done. We truly enjoy using ThoughtSpot and we look forward the the cotinued innovations they are promising. **What problems is ThoughtSpot solving and how is that benefiting you?** We have completely eliminated the need for a dedicated engineer to be assigned to our Compliance team. They were one of our first user buy ins and we have seen great success there. We have also seen on that same team they no longer need to go to our BI team for adhoc requests. We have also provided the product to our product team who uses the tool to review and answer questions about our Customer Journey which has been a big win for us in understanding who our customer is. ### 6. Super easy & fast **Rating:** 4.5/5.0 stars **Reviewed by:** Jacob M. **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Rapid queries, and being able to answer questions so quickly. The customization of being able to iterate different visualizations effortlessly to rapidly check on the best option to tell the story. **What do you dislike about ThoughtSpot?** The lack of customization in visualizations for final share to pdfs for clients. The site is not live/shareable for our customers (based on company security), so currently I cannot add additional visuals, or images, or slides to ThoughtSpot. I want it to be a one stop shop to create a data driven presentation. Instead, I take screengrabs of charts I need, and drop them into a Google Slides template. If I want to export to a jpeg, the visualizations change (text becomes smaller/illegible on the charts), so screengrab is the only option I use to maintain integrity of the visuals. Also, I cannot keep conditional formatting in exported pdfs. If I have a charted that highlights in red negative trends, those are lost on the table in the pdf. I am not sure which of these features have been resolved with the new updates coming for pdf exports. **What problems is ThoughtSpot solving and how is that benefiting you?** Reviewing my sales territory to better understand opportunities, tracking growth of sales/revenue, quickly prepare business performance stats for customers. I love being able to pull questions while talking to a customer, and seem immediately knowledgeable about their unique needs. ### 7. Analytics with AI - Industry expert; Recommended to a client **Rating:** 4.0/5.0 stars **Reviewed by:** Hari K. | President, Mid-Market (51-1000 emp.) **Reviewed Date:** April 24, 2020 **What do you like best about ThoughtSpot?** It is a great analytics tool combined with AI. When you search, it provides answers to the business, simply like a google search **What do you dislike about ThoughtSpot?** Little expensive for mid-range companies and shortage of technical resources **What problems is ThoughtSpot solving and how is that benefiting you?** Users can search like a simple google search for the answers unlike traditional analytics tool ### 8. Thoughtspot is intuitive and flexible with an approachable UI **Reviewed by:** Samantha E. **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** I like how ad hoc it can be. While it is possible to pull the same reports over and over again, the strength is how flexible it can be. This lets me use ThoughtSpot to pull the most pertinent information every time. **What do you dislike about ThoughtSpot?** I use ThoughtSpot as a field employee in sales, and my team is not full of data scientists. So little things can become such frustrations that my colleagues won't actually use Thoughtspot. For instance, colors that change when you adjust your search, or when you pull two datasets needing to adjust so the Y axes match, and not being able to set a default. These are small things for most companies, but not for a salesforce that needs quick and intuitive tools. **What problems is ThoughtSpot solving and how is that benefiting you?** Being able to calculate ROI for prospective or existing clients on granular data points. ### 9. Data Engineer **Rating:** 4.5/5.0 stars **Reviewed by:** Malathi R. | Sr. Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2020 **What do you like best about ThoughtSpot?** Simplicity in Design, Faster in data visualization. **What do you dislike about ThoughtSpot?** Edit feature to rename columns was sometimes creating confusion. **What problems is ThoughtSpot solving and how is that benefiting you?** Loading bulk of data into a centralized server for data viz. With a little knowledge on DBs, tools , One can do it on their own. ### 10. gem of tool in BI landscape **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** April 13, 2020 **What do you like best about ThoughtSpot?** Thoughspot has connector for almost all modern data warehousing tools. Pinboards is a feature I like a lot. Custom calendars also provide lot of flexibility if your organisation has its own financial calendar **What do you dislike about ThoughtSpot?** Initial learning curve if you are coming from some other BI tool. Pricing should be competitive. Free community edition is also needed. **Recommendations to others considering ThoughtSpot:** check pricing estimation and comfort ability of business users **What problems is ThoughtSpot solving and how is that benefiting you?** BI dashboards to gain analytics insight ### 11. I love Thoughtspot **Rating:** 5.0/5.0 stars **Reviewed by:** craig H. | VP, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** The speed of innovation of the product as well as the speed of discovery of data. **What do you dislike about ThoughtSpot?** I would like more functionality in the pinboards so that I can describe what action my customers sould take with the information that they are looking at. Some of my users dislike the fact that the initial experience is a blank page (solved a little with the new homepage) but I would like to help user addoption by improving the first use experience. **Recommendations to others considering ThoughtSpot:** Just buy it. It really does improve cusomer experience and access to data **What problems is ThoughtSpot solving and how is that benefiting you?** We are improving access to data for our buisinees travel customers, and we are solving the problem of providing that access to our wide customer base. ### 12. ThoughtSpot is data democracy **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Publishing | Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2020 **What do you like best about ThoughtSpot?** ThoughtSpot is intuitive in its user experience. The simply search method of building charts ensures anyone can use it and negates need for large dedicated business intelligence teams **What do you dislike about ThoughtSpot?** Sometimes you'll come across errors where starts wont load and this takes a little tweaking to get right, to get your visualisations working **What problems is ThoughtSpot solving and how is that benefiting you?** Bringing more data into the light of day. Solving questions like revenue analysis. Or having a quick way to built enterprise dashboards. ### 13. Slick BI tool **Rating:** 4.0/5.0 stars **Reviewed by:** Margaret E. | Data Analyst Manager, Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** I enjoy the quick capabilities of switching variables and chart types on the fly. The keyword search and NLP searches work well and fast. And the SpotIQ insights are super useful. **What do you dislike about ThoughtSpot?** Creating the back-end worksheets might still be a work-filled effort. Our data is really messy with tons of joins and there will be much work to get it into a comfortable format. **What problems is ThoughtSpot solving and how is that benefiting you?** Lots of our business partners constantly ask us for data tables, simple things like how much profit did we make last week. This would alleviate some of the data analyst workload off of simple queries and on to bigger initiatives. ### 14. Good and clean infrastructure from IT to business users. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** April 09, 2020 **What do you like best about ThoughtSpot?** Easy to use and navigate, it will allow the end-user to get straightforward answers. **What do you dislike about ThoughtSpot?** I cannot say a lot of dislike, perhaps if the application can be used in all browsers it will be good. **Recommendations to others considering ThoughtSpot:** Certification would be good. **What problems is ThoughtSpot solving and how is that benefiting you?** Answers for end-user. Because it uses Linux, it is easy to manage in the back-end. ### 15. Making Insights Accessible **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** I love the use of AI to intuitively determine and recommend what matters most to users. The ability to learn over time and leverage the power of community makes this a potential gamechanger. **What do you dislike about ThoughtSpot?** It would be easy for folks to think that ThoughtSpot will solve all of their data and analytics problems, but it's important to educate folks on how to ensure a robust data model to enable optimal functionality. **Recommendations to others considering ThoughtSpot:** Make sure you have good data governance and data modeling practices defined and implemented before relying on ThoughtSpot to enable self-service insights. The data must be trustworthy and accurate. **What problems is ThoughtSpot solving and how is that benefiting you?** We're starting with centralization of data and insights related to our Supply Chain function. So far, we're benefiting from centralized views of formerly disparate data sources, which is helping to make connections that were previously difficult to come by. ### 16. TS Review **Rating:** 5.0/5.0 stars **Reviewed by:** Jennifer M. **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The ability to be nimble with data and it presents in a very user friendly manner. **What do you dislike about ThoughtSpot?** at times, writing queries can take a few tries to get it right **What problems is ThoughtSpot solving and how is that benefiting you?** we are solving the problem of 'proving value with analytics'. We work with restaurateurs and chefs who get a bill at the end of the month, and don't always see the value in our product. by using TS to show reports of where their diners are coming from and what OpenTable is doing to drive those diners, (hopefully) drives our business case and provides a clear ROI of our partnership. ### 17. My review **Rating:** 4.5/5.0 stars **Reviewed by:** Amit F. | Sr. Business Systems Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** I like the fact that the tool is answering questions I didn't know I had. And the fact that the tool learns from my searchers and can predict what I will be most interested in **What do you dislike about ThoughtSpot?** Haven't really found something I do not like yet (I am new to thoughtspot) **What problems is ThoughtSpot solving and how is that benefiting you?** =For now we are going to use thoughtspot for dashboards for our executives. from what I saw in the last few days, I see other things we can use the system for. Will need to present to my management ### 18. Great analytics tool for quick analysis **Rating:** 4.0/5.0 stars **Reviewed by:** vahid Z. | Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** The pinboard and the fact that you can play with it like a social media. This allows better organization of ideas and minimum spams. **What do you dislike about ThoughtSpot?** The color scheems are still not complete. some times numbers are not readible. its difficult to format visualizations by color, font and appearance. **What problems is ThoughtSpot solving and how is that benefiting you?** We have a numourous questions that are brought up from different departments about our customers and our performance. I, as a BI specialist find myself bottlenecked in preparing the visualizations they need. However thoughtspot makes them serve themselves faster and independently. ### 19. Good search based analysis tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** April 20, 2020 **What do you like best about ThoughtSpot?** Quick loading of small files via web url **What do you dislike about ThoughtSpot?** Limit on uploading file size via web url to TS **What problems is ThoughtSpot solving and how is that benefiting you?** Quick search based analytic representation of data helps understanding key areas or pointers from data ### 20. Great, Innovative Product **Rating:** 4.0/5.0 stars **Reviewed by:** Sebastian L. | Sebastian Lyde, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** I really enjoy the ease of use. This is really important when we think about using this product for senior leaders. **What do you dislike about ThoughtSpot?** No true dislikes. Some of the features don't work well with the nuances of our data, but I believe those will be fixed in future releases. **What problems is ThoughtSpot solving and how is that benefiting you?** We are using ThoughtSpot to provide data to senior leaders, who tend to be less technical. No benefits yet, as we are in the early stages. ### 21. Compliance Supervisor **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Access to data at any point that I may need it (in a meeting, at home, etc.) **What do you dislike about ThoughtSpot?** Some of the recent updates have caused delays in retrieving answers and we have been getting errors more frequently than in the past. **What problems is ThoughtSpot solving and how is that benefiting you?** No longer reliant on the Data BI team to provide us data - myself and team are easily able to search data and customize the criteria as we see fit. ### 22. Business Intelligence Specialist **Rating:** 5.0/5.0 stars **Reviewed by:** Elinor P. | Business Intelligence Specialist / Agile Business Analyst, Financial Services, Mid-Market (51-1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** The speed and ease of use - anyone can type a question right? Just like Google, ThoughtSpot is for everyone and anyone and puts hands in the power of users to really empower them to make data driven decisions quicker than ever before. **What do you dislike about ThoughtSpot?** I want features sooner than they can give them!! **Recommendations to others considering ThoughtSpot:** Get it, it's a game changer! **What problems is ThoughtSpot solving and how is that benefiting you?** Faster analysis and decision making, self service for all. ### 23. New user to ThoughtSpot **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The automated insights, SpotIQ and speed at which valuable and actionable insights are at our fingertips is extremely powerful. I lead a team of analysts and can’t wait to share new features so we can fully leverage the power of ThoughtSpot. **What do you dislike about ThoughtSpot?** No dislikes to report thus far. The system seems very user friendly and easy to navigate through. **What problems is ThoughtSpot solving and how is that benefiting you?** Still in the initial on boarding phase and testing of sample data. I think the biggest challenge we may face is separate from ThoughtSpot, but getting users to have inherent trust in the underlying data and therefore to have trust in the insights ThoughtSpot can provide. ### 24. THoughtSpot Review - Nationwide **Rating:** 5.0/5.0 stars **Reviewed by:** Marc P. | Business Intelligence Manager, Financial Services, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** The ease of use of the tool. giving the power back to the users is what the tool is all about allowing users to use a familar interface as the "Google for Data" is great **What do you dislike about ThoughtSpot?** I like everything about the tool. Maybe the Viz choices could be a little better. **What problems is ThoughtSpot solving and how is that benefiting you?** we are giving front line staff access to data that they have never had before! ### 25. Great Keynotes! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** The keynote sessions. I enjoyed learning how other companies / organizations are using Thoughtspot and learning about the new ThoughtSpot features. I was really inspired by the work of Not Impossible. **What do you dislike about ThoughtSpot?** The speakers in the breakout sessions I attended spoke very generally about their use of ThoughtSpot. I think I would have gotten more value out of the sessions if they talked specifically about how they use and implemented ThoughtSpot and aligned their talking points with the titles of the sessions. **What problems is ThoughtSpot solving and how is that benefiting you?** We are using ThoughtSpot to enhance our self-service BI. It has enabled us to learn interesting insights about our donors. ### 26. Great analytic software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** October 30, 2019 **What do you like best about ThoughtSpot?** ThoughtSpot is a great app for quickly finding information within your data that you didn't know or think you could leverage. **What do you dislike about ThoughtSpot?** There are no major flaws to this application. It is well thought out and designed well. **What problems is ThoughtSpot solving and how is that benefiting you?** We are using this as a reporting tool to provide insights quickly into our data. ### 27. Simple Smart and Fast Analytics Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** Ease of use by non-technical analysts across the organization **What do you dislike about ThoughtSpot?** Lack of Data connectors in the current version (4.5) we find it tedious to first develop an etl job for preparing the data and then pushing it to Thought Spot via tsload. Having data connectors would save us a lot of time. **What problems is ThoughtSpot solving and how is that benefiting you?** Thought Spot is widely used across our organization for determining the customer behaviour, factors affecting sales and revenue., life time analysis of phone models . Using the tools we were able to help business determine engagement churn, survival performance., etc., Using ### 28. Easiest to use Analytics Solution **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** ThoughtSpot eliminates the need to rely on overloaded IT departments to create reports. Even a casual user, using plain natural language queries, can generate insight. The ease of searching, coupled with SpotIQ (AI based automatic insight generation) is a powerful combination for all users. **What do you dislike about ThoughtSpot?** The ability to customize colors, and some other basic 'look and feel' features are lacking. **What problems is ThoughtSpot solving and how is that benefiting you?** Being able to quickly deploy an application without having to create complex data models, or dozens of reports for users. ThoughtSpot allows us to deploy in days/weeks as opposed to weeks/months. ### 29. Google for Data **Rating:** 4.5/5.0 stars **Reviewed by:** Iris J. **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The most helpful thing about ThoughtSpot is the ability to connect multiple data sources so our end users are able to access the data they need by simply asking a question. **What do you dislike about ThoughtSpot?** One of the downsides of ThoughtSpot is the lack of reporting features. **What problems is ThoughtSpot solving and how is that benefiting you?** We are in the implementation phase of adopting Thought ### 30. Spoton! **Rating:** 4.5/5.0 stars **Reviewed by:** prasaad a. | BI analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** speeed and spot iq are the two things that we happy about..lot of different problems can be answered in a faster and efficietn way. **What do you dislike about ThoughtSpot?** data movement is a pain and we have IT dependency doing that. thoughtspot can invest more on that **What problems is ThoughtSpot solving and how is that benefiting you?** getting to information faster from various sources ### 31. Event feedback **Rating:** 4.5/5.0 stars **Reviewed by:** Mohamed S. | Manager, Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** Hands on part was great. However on Wednesday, I feel like the presentations should have been organized better. There were key note speaker after another until lunch time was almost over and some of the audience started to walk out. **What do you dislike about ThoughtSpot?** Nothing... everything was well organized **What problems is ThoughtSpot solving and how is that benefiting you?** Simplified ways ### 32. Great for simple requirements, more complicated for SpotIQ/Search IQ **Rating:** 4.5/5.0 stars **Reviewed by:** yannis B. | Sourcing Analytics Leader, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Search, Answers, Pinboards. Making pivot table on huge data sets is also great. **What do you dislike about ThoughtSpot?** SpotIQ from Pinboards and some hiccups that occur regularly. **What problems is ThoughtSpot solving and how is that benefiting you?** Sourcing and Finance Accounts Payable analytics, HQ level of my company. Various problems depending the users (buyers, commodity leaders, sourcing managers, executives, vice presidents). ### 33. Good Startup **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** I really like the concept on how thoughtspot do on the business research side. Unlike traditional reporting dashboard such as tableau and powerbi. Thoughtspot is more focus on how to solve a business problem easier and that is exactly what excutives want. Good startup. **What do you dislike about ThoughtSpot?** There are still a lot of functions missing. I real world data are messy. And Thoughtspot need to make itself work in different scenerios. **What problems is ThoughtSpot solving and how is that benefiting you?** We are not using ThoughtSpot in our company. But we are tracing its development. ### 34. New To TS **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The intelligent platform is a step forward, providing a more social experience. The mobile feature will bring us to a new level of data availability that we do not offer today. **What do you dislike about ThoughtSpot?** The visualizations are decent, but fairly basic at this point. It will be a challenge to replace what people are doing in other tools. **What problems is ThoughtSpot solving and how is that benefiting you?** Easy access to information is the number issue this tool solves. Benefits are not yet clear as we are still working through the implementation. ### 35. Good Product **Rating:** 4.0/5.0 stars **Reviewed by:** Ginny B. | Account Executive , Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** Ability to present from the application also PDF **What do you dislike about ThoughtSpot?** You need to show more flexibility in working with other data warehouses. Many of your large customers use other providers than Snowflake **What problems is ThoughtSpot solving and how is that benefiting you?** Am not solving a problem. This was informational only for me. ### 36. Thought Spot has tremendous potential to be a game changer for me **Rating:** 4.5/5.0 stars **Reviewed by:** Ingrid R. | VP Sales Analytics , Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Speed of answer, ability to share the results quickly without creating another ppt presentation **What do you dislike about ThoughtSpot?** The search is not as intuitive as you would think. there is some training required **What problems is ThoughtSpot solving and how is that benefiting you?** Sizing opportunities in the field ### 37. Brings data democratization, search, and AI to your data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Enables us to get the most granular data into the hands of our users. ThoughtSpot brings much needed search capabilities to our business data, Searching for your YTD sales can be equivalent of searching for the score of your favorite sports team **What do you dislike about ThoughtSpot?** The product needs some improvements on administration and software management. **What problems is ThoughtSpot solving and how is that benefiting you?** We are starting our journey with TS, excited to see the business outcomes in the near future. ### 38. SpotIQ **Rating:** 5.0/5.0 stars **Reviewed by:** Daniel C. | Sales Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** I like seeing immediate insights, even ones I'm not looking for or expecting. **What do you dislike about ThoughtSpot?** I don't have anything I don't like, I have some training to do. **What problems is ThoughtSpot solving and how is that benefiting you?** Data can be easily visualized. ### 39. Review from UDR **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Real Estate | Mid-Market (51-1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The ability to quickly search data. Small pieces of info that would take an analyst 10 minutes is at the fingertips of anyone curious. **What do you dislike about ThoughtSpot?** Not really a dislike, but it’s going to be a struggle to get identical data rules to our dashboards. Also a little nervous about driving adoption. **What problems is ThoughtSpot solving and how is that benefiting you?** We haven’t solved anything yet, but we’re hoping to increase the volume of value add big data projects. ### 40. great product **Rating:** 5.0/5.0 stars **Reviewed by:** garland d. | business analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** ease of use- little need of technical knowledge to discover analytics **What do you dislike about ThoughtSpot?** that i don't know more about it!!!!!!!!!!!!!!!!! **What problems is ThoughtSpot solving and how is that benefiting you?** i've realized how easy it is to use without sql ### 41. Thoughtspot Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** I like the ease of data access for end users and them being easily able to search the data **What do you dislike about ThoughtSpot?** Saving formulas and reopening them can sometimes be hard to tell what field is being used if value is similar to others on same worksheet **What problems is ThoughtSpot solving and how is that benefiting you?** Allows users to see more data across the company, different business groups are able to branch out easily with saved pins ### 42. Good search engine **Rating:** 4.0/5.0 stars **Reviewed by:** Manisha K. | Business Analytics Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** The search feature which helps retrieve answers **What do you dislike about ThoughtSpot?** Visualization. There is a lot of room for improvement in this area **What problems is ThoughtSpot solving and how is that benefiting you?** Searching data with ease for routine questions ### 43. Great for ad-hoc/exploratory analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Anthony F. | Vice President/CDO, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** The ability to do ad-hoc analysis at scale along with AI and visualizations **What do you dislike about ThoughtSpot?** Getting data into ThoughSpot seems unnecessarily complex. **What problems is ThoughtSpot solving and how is that benefiting you?** Ad-hoc, exploratory analysis and reporting ### 44. Thoughtspot Experience **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** Their search experience is amazing and the speed with which it returns the results are really impressive. **What do you dislike about ThoughtSpot?** I would like to see more maturity in their road map because the speed with which the current analytics world is changing its a must. **What problems is ThoughtSpot solving and how is that benefiting you?** we would like to get the complete 360 view of our data for our business users with minimal effort. ### 45. simple smart search engine for your enterprise data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** October 17, 2019 **What do you like best about ThoughtSpot?** ease of use , simplicity, power of search with precision **What do you dislike about ThoughtSpot?** lack of data connectors to ingest data. personalization, need more powerful AI algorithms to segment data **Recommendations to others considering ThoughtSpot:** Give it a try and see how it can transform your business analysts **What problems is ThoughtSpot solving and how is that benefiting you?** solved customer churn problem. and expanded to enterprise. adapted to enterprise level user community. discovered insights that are hard to detect. ### 46. Data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** Speed Search everywhere Youtube look and feel Drill anywhere **What do you dislike about ThoughtSpot?** High entry-level price compared to others. Spot IQ expectations are high with some customers. **What problems is ThoughtSpot solving and how is that benefiting you?** We are a solution partner. We're trying to solve: - Sales analytics adoption by 2500+ sales representatives - Member 360 and analytics for an insurance provider ### 47. opportunities to make this better **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** integration with snowflake is great and abiltiy not to pull data again **What do you dislike about ThoughtSpot?** Data federation across multiple datastores or have the ability to have a hybrid solution ( data resides within thoughtspot and outside of thoughtspot) **What problems is ThoughtSpot solving and how is that benefiting you?** Ability to allow business users to to discover and understand the data better ### 48. ThoughtSpot is our self-service deployment **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Enterprise (> 1000 emp.) **Reviewed Date:** October 16, 2019 **What do you like best about ThoughtSpot?** ThoughtSpot's best features are the ease of use and performance **What do you dislike about ThoughtSpot?** Lack of advanced customization - but I don't think our business users care about that **Recommendations to others considering ThoughtSpot:** It is the best solution for self service **What problems is ThoughtSpot solving and how is that benefiting you?** ThoughtSpot makes it easier for our business users to analyze their data and find insights ### 49. Excellent data tool insight **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** October 23, 2019 **What do you like best about ThoughtSpot?** The speakers brought on a vast amount of knowledge and expertise. **What do you dislike about ThoughtSpot?** All was great, there was nothing to dislike about it. **Recommendations to others considering ThoughtSpot:** Recognize what you need and gather the right amount of data on the right tool for your organization **What problems is ThoughtSpot solving and how is that benefiting you?** Accessible data ### 50. Thoughtspot Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2019 **What do you like best about ThoughtSpot?** Ease of use. Clean interface. Customers are happy to be able to access data without technical knowledge **What do you dislike about ThoughtSpot?** The performance of the tool can be very slow depending on the size of the data we are loading. **What problems is ThoughtSpot solving and how is that benefiting you?** Allowing customers to access data without technical knowledge. ## 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?page=6§ion=pricing&secure%5Bexpires_at%5D=2026-07-29+23%3A04%3A26+-0500&secure%5Bsession_id%5D=d250368b-8960-4c8e-afb1-b16231099e11&secure%5Btoken%5D=0a692a6a01889e02a4acd84fabf004747905ca3d86a6d241bbbdb9707c433e75&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) ## ThoughtSpot Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Preparation** - Connectors - Data Governance **Deployment & Integration - Semantic Layer Tools** - Multi-Environment & Multi-Cloud Support - Open API & SDK Integration **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Data Connectivity & Federation - Semantic Layer Tools** - Cross-Source Query Federation - Dynamic Schema & Metadata Adaptation **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Generative AI** - AI Text Generation - AI Text Summarization **Data Modeling & Metrics - Semantic Layer Tools** - Derived & Calculated Metrics - Time Intelligence Functions **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 **Performance Optimization - Semantic Layer Tools** - Query Caching & Acceleration - Adaptive Query Optimization **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 **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Intelligence - Semantic Layer Tools** - Natural Language Query Interface - Semantic Layer for AI/ML Models - Recommendation Engine **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Enablement - Semantic Layer Tools** - Agentic Query Orchestration - Contextual Reasoning Layer - Workflow Automation via Semantic Agents **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 (3,677 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,035 reviews) - [Looker](https://www.g2.com/products/looker/reviews) - 4.4/5.0 (1,590 reviews)