--- title: Zenlytic Reviews meta_title: 'Zenlytic Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 17 reviews by the users' company size, role or industry to find out how Zenlytic works for a business like yours. aggregate_rating: rating_value: 4.1 review_count: 17 scale: '5' date_modified: '2026-11-11' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software ---

Zenlytic Reviews & Product Details

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Zenlytic Reviews (17)

Reviews

Zenlytic Reviews (17)

4.1
17 reviews

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Kateryna M.
KM
Kateryna M.
Member
Mid-Market (51-1000 emp.)
"Thorough Insights, Clean UI, and Brilliant AI Dashboards That Save Time"
4.5/5
What do you like best about Zenlytic?

- it gives very thorough answers, understands the context of the data you give it very well;

- UI/UX is very user-friendly and clean;

- I mostly use GBQ integration and it works also well;

- it handles huge workloads also well but a bit slowly (so I usually work in parallel, but it worth it considering the quality);

- I haven't used the help of customer support yet just because I didn't need it yet - all clear for now;

- it's AI creates brilliant dashboards and visuals and helped me a lot during my tasks and projects, saved so much time and effort and I'm sure that much more will come Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

Slow work overall - I’d really like to better understand the estimates. I also agree that the data you share with Zoe should be very structured and clean, or that she should be trained on how to work with your data. Review collected by and hosted on G2.com.

Verified User in Retail
AR
Verified User in Retail
Small-Business (50 or fewer emp.)
"Promising Tool, but Onboarding and BigQuery Integration Need Work"
2.5/5
What do you like best about Zenlytic?

It’s conversational, so anyone can use it. However, onboarding was difficult, and I felt like the onboarding customer service person didn’t understand the tool at all. He often had to refer to a technical engineer to answer our questions and support us, which slowed things down. The integrations were advertised to include BigQuery, but most of it seemed built out for Snowflake. Since we were one of their first clients on BigQuery, it ended up requiring a lot of adjustments. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

So far, the tool has been cool, but they seem to try to distance themselves from Looker. I thought that was a mistake, because the configurations are very similar, and onboarding would have been easier if they acknowledged that more directly. Another issue is that their documentation doesn’t seem to keep up with the actual product, so some parts feel out of date. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for bringing these issues to our attention. We understand the importance of accurate, up-to-date documentation, and we are actively working to ensure our documentation reflects the current state of our product. If possible, please let us know where you see out-of-date documentation so we can address that as soon as possible. We will also take your feedback about the BigQuery integration into consideration as we continue to improve our platform.

Verified User in Health, Wellness and Fitness
EH
Verified User in Health, Wellness and Fitness
Mid-Market (51-1000 emp.)
"Powerful Data Warehouse Linking and Impressive Data-Driven Recommendations"
4.5/5
What do you like best about Zenlytic?

I like that It naturally can link into anything in our data warehouse but we still have controls (access, semantic) to shape how it traverses the data. I'm really excited about its ability to provide data-driven recommendations -- at one point I asked "Recommend ways to generate an additional $1M annual from our smart brush users". It joined our commerce and smart brushing data sets and came up with a reasonable plan. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

The support team is ... nonexistent? I appreciate the individuals that help, but I also can see on LinkedIn that its not really their jobs. We got off to a very slow start because we were sorting through things basically on our own. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for bringing these issues to our attention. We understand the importance of accurate, up-to-date documentation, and we are actively working to ensure our documentation reflects the current state of our product. If possible, please let us know where you see out-of-date documentation so we can address that as soon as possible. We will also take your feedback about the BigQuery integration into consideration as we continue to improve our platform.

Tim B.
TB
Tim B.
Global Business Support (Strategy & Corporate Development), Africa
Enterprise (> 1000 emp.)
"Fast, self-serve insights with Zoe for ad hoc analysis and more efficient dashboard creation"
4.5/5
What do you like best about Zenlytic?

Once the parameters are set, and Zoe has learned the structure, constraints, and nuances of your data, it’s most effective for quick, ad hoc analysis with solid CSV, chart, or commentary output. Then, when you move on to building dashboards, Zoe becomes even more effective: you can query the data and ask for deeper, more specific analysis based on what you’re seeing in those established dashboards. Overall, this helps move everyone toward self-serve, efficient insight. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

This is less a dislike and more an obvious point: for Zoe to be effective, she either needs access to a well-structured, clean database, or you need to put the time in to train Zoe to work properly with your data. When that isn’t in place, you can end up getting stuck in loops. One other small thing is that you need to specify the output format; otherwise Zoe will default to what she uses—HTML—which isn’t always what you need. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for sharing your feedback. We understand the importance of having a well-structured database for Zoe to be effective. We appreciate your input on the output format and will take that into consideration for future improvements.

Verified User in Oil & Energy
IO
Verified User in Oil & Energy
Mid-Market (51-1000 emp.)
"Great workflow concept, but slow responses and UI need major improvements"
3/5
What do you like best about Zenlytic?

Workflows as a concept is really good - Can be improved upon in terms of flow/ui/easier testing of the preview before setting up scheduled workflows.

I like the 'zoe hint' semantic variable as well, which improves on context layer quality and lets the developer define the scope for the agent really well.

Team/Slack integration if it worked out well, would be really nice to have. great as a concept.

user based flat pricing is great Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

Very slow - cannot estimate how long a response would take. add a progress bar/time estimate to expect a response.

Better UI, it needs a lot of imrpovement.

Dark mode for developers please!!! Easier link to load snowflake defined semantic models as per the OSI.

Cannot handle larger datasets/ misses out on context for niche markets Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for sharing your experience with Zenlytic. We're committed to enhancing our platform and will take your feedback about UI improvements and response time into account for our future development efforts.

Raffaele N.
RN
Raffaele N.
Business Development Manager
Small-Business (50 or fewer emp.)
"Fast Decision-Making with Robust Features"
4/5
What do you like best about Zenlytic?

I like Zenlytic's speed, which is essential for making faster decisions. I appreciate the feature that lets me speak directly with Zenlytic and get responses, which makes me more confident as I know the data is coming from a database owned by our company. This direct interaction also makes me more efficient because I'm able to create dashboards and get numbers publicly shown. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

I think sometimes sharing one artifact is a bit hard. The fact that I need to save an artifact all the time is a bit time-consuming. Nothing major. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for highlighting the speed and direct interaction features of Zenlytic that have been beneficial for making faster decisions and improving efficiency. We'll take note of your feedback about sharing artifacts and work towards enhancing that aspect. We appreciate your support!

Adrián .
A
Adrián .
BI Analyst
Enterprise (> 1000 emp.)
"Outstanding Prompt-Based Dashboards with Powerful LLM + BI Integration"
4.5/5
What do you like best about Zenlytic?

Being able to quickly design dashboards from a single prompt is outstanding. The way it combines the intelligence of an LLM with BI tools makes the whole experience feel especially powerful and efficient. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

Sometimes there are inconsistences during the refresh of artifacts, this is a development issue but hopefully will be fixed overtime. Review collected by and hosted on G2.com.

Verified User
G
Verified User
Mid-Market (51-1000 emp.)
"Overall a Powerful Tool, Some Reporting Customization Needed"
4/5
What do you like best about Zenlytic?

I find Zenlytic's embedded AI agent, Zoe, to be really helpful for initially creating reports and getting things started. It's pretty responsive to adjustments, feedback, and queries, which helps in building out the reports and visualizations I need. Additionally, it cuts down on the time required for me and my team to develop reporting from scratch and answer data-related questions. Overall, it's a really useful tool that helps us efficiently build out reporting and analyze data. I definitely feel like Zenlytic is pretty useful and offers a lot of value compared to other services like Looker and Tableau, being also more cost-effective. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

One of our biggest challenges with Zenlytic is around customizing reporting, especially the reporting that is shared out to our third parties and ensuring that the data is accessible for them in the formats that they need. The initial setup did require some time, especially cleaning data, hooking in data sources, and setting up our data warehouse in the most effective manner for it to utilize. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

Thank you for your feedback on Zenlytic. We're pleased to hear that Zoe has been instrumental in streamlining your reporting process. We understand the challenges you've faced with customization and data accessibility for third parties. Your input is important to us, and we're committed to improving our reporting customization features to better serve your needs.

Verified User in Fund-Raising
AF
Verified User in Fund-Raising
Mid-Market (51-1000 emp.)
"Learns Quickly From Feedback and Improves Over Time"
4/5
What do you like best about Zenlytic?

It learns from the data well. After it makes a mistake, if I provide the correct instructions, it learns from that feedback and doesn’t repeat the same mistake. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

It’s quite slow. Sometimes it takes up to 10 minutes to answer basic questions, which means a human can type the answer or query faster. Maybe it will learn over time and speed up. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

We're glad to hear that you appreciate Zenlytic's ability to learn from feedback and improve over time. We are constantly working to enhance its speed and performance, and your feedback will help us in this process. We'd love to understand which questions took up to 10 minutes, as that suggests there might have been a bug. Please contact our customer success team so we can address this in your workspace as soon as possible.

Verified User in Information Technology and Services
UI
Verified User in Information Technology and Services
Enterprise (> 1000 emp.)
"Transparent Data Queries and Flexible Control for Fine-Tuned Results"
4/5
What do you like best about Zenlytic?

I think the best feature is the transparency it offers regarding data collection. I really love that it shows the exact queries being executed to fetch the data, alongside the ability to manually alter those queries to fine-tune the results. Review collected by and hosted on G2.com.

What do you dislike about Zenlytic?

We have experienced a few hallucinated answers. Most likely this also has to do with the used data but it is something to always keep in mind. Review collected by and hosted on G2.com.

Response from ashley sherrick of Zenlytic

We're pleased to hear that Zenlytic is providing you with valuable insights into your data. We appreciate your feedback about the transparency and control it offers. We're sorry to hear about the hallucinated answers and would like to investigate this further. Please get in touch with our support team so we can address this issue.

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Zenlytic Features
Natural Language Query and Conversational Analytics