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Find 28 Best Agentic Analytics with Conversational Querying in November 2026

How we score these products

Every product here is scored on the same 10-point SpotScore scale, built from pricing, feature and deployment data we maintain, plus ratings collated from public review sources.

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Showing -24--480 out of 28

9.8

SpotScore

Microsoft Power BI - Business Intelligence Software

Microsoft Power BI

Empower your business with real-time data insights

Best for: SMB teams · Mid-market · Enterprise

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What is Microsoft Power BI?

Power BI is a suite of analytics tools that works across a variety of devices. Power BI gives business users access to real-time data from systems, from spreadsheets and databases to SaaS applications. Power BI can live on a desktop, tablet, or even in browser. It can gather data into ...

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Starts from $9.99/User/Month

9.5

SpotScore

Sisense - Business Intelligence Software

Sisense

Unleash the power of your data.

Best for: SMB teams · Mid-market · Enterprise

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What is Sisense?

Sisense offers easy to use Business Intelligence software that provides advanced analytics and real-time reporting dashboards transforming data into meaningful information. Sisense's high performance BI software includes all the business intelligence essentials: multi-dimensional slicing and ...

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Sisense offers custom pricing plan

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9.4

SpotScore

Looker - Business Intelligence Software

Looker

Explore, analyze, and share data with ease.

Best for: SMB teams · Mid-market · Enterprise

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What is Looker?

Looker is a business intelligence platform that combines the power of SQL with a new user experience to deliver data that users can interact with, explore and understand. Looker's business analytics software helps companies bring clarity and actionable insights to their data. Through an ...

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Looker offers custom pricing plan

9.4

SpotScore

DOMO - Business Intelligence Software

DOMO

Data-driven decisions made simple.

Best for: SMB teams · Mid-market · Enterprise

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What is DOMO?

DOMO is a business intelligence software solution for organisations that need data in order to make decisions, DOMO gives all the information needed whether looking at sales, service or manufacturing data, DOMO can provide answers and support clear decision-making. By connecting all of the ...

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DOMO offers custom pricing plan

9.2

SpotScore

Qlik Sense - Business Intelligence Software

Qlik Sense

Powerful analytics for real-time business insights.

Best for: SMB teams · Mid-market · Enterprise

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What is Qlik Sense?

Qlik is an advanced analytics platform that makes business intelligence more powerful, engaging and simple. With Sense's all-in-one dashboard and interactive visualizations, user can create dashboards and reports, share them through their applications or embed them on any webpage to collaborate ...

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Starts from $30/User/Month

9.1

SpotScore

GoodData - Business Intelligence Software

GoodData

Transforming data into decisive action.

Best for: SMB teams · Mid-market · Enterprise

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What is GoodData?

GoodData is a Business Intelligence Platform that helps companies use data for faster time-to-c insight. It comes with a unified user experience, ready-to-use templates, enterprise integration and analytics models to make it easy to deliver business intelligence to any department including ...

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Starts from $20/Month, also offers free forever plan

9.0

SpotScore

Holistics - Business Intelligence Software

Holistics

Streamline your data insights, transform your decisions.

Best for: SMB teams · Mid-market · Enterprise

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What is Holistics?

Holistics is not just business intelligence software, it's a full-fledged platform designed to help to make smarter business decisions. As for installation, the Holistics business intelligence software allows to install on premise and on the cloud. This will give maximum flexibility and choice ...

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Starts from $100/Month when Billed Yearly

8.7

SpotScore

Deepnote - Online IDE

Deepnote

Effortless collaboration for data scientists.

Best for: SMB teams · Mid-market

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What is Deepnote?

Deepnote is a browser-based collaborative virtual notebook that enables data scientists to quickly collaborate, deploy data and share projects with colleagues across any platform, such as Windows, Mac, Chromebook and Linux. With its user-friendly environment, tools like code intelligence, ...

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Deepnote offers custom pricing plan

8.5

SpotScore

Sigma - Business Intelligence Software

Sigma

Empower teams, unleash insights.

Best for: SMB teams · Mid-market · Enterprise

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What is Sigma?

Sigma is an all new business intelligence software, designed to be simple and intuitive. It offers quick access to crucial information about tasks in progress, customers, opportunities and pipelines. Sigma focuses on driving individual teams productivity, instead of being a centralized solution ...

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Sigma offers custom pricing plan

Rill - Agentic Analytics

Rill

Agentic analytics that runs many queries to find the why

Best for: SMB teams · Mid-market · Enterprise

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What is Rill?

Rill puts a natural language interface in front of fast operational dashboards, and its agent does not stop at one query. Asked why a number moved, it runs dozens of queries across the data to find the explanation, then returns it with the dashboards behind it. The same engine serves humans and ...

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Starts from $20/seat/month when monthly

AnswerRocket - Agentic Analytics

AnswerRocket

Max analyses your data and shows the queries it ran

Best for: Mid-market · Enterprise

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What is AnswerRocket?

AnswerRocket runs an assistant called Max that takes a business question in plain language, works out the analysis, runs it and replies with a narrative a non-analyst can read. The part that matters to a data team is what comes with the answer: you can open the SQL queries and the analysis ...

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AnswerRocket offers custom pricing plan

Dot - Agentic Analytics

Dot

AI data analyst that answers in Slack, Teams and email

Best for: SMB teams · Mid-market · Enterprise

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What is Dot?

Dot is an AI data analyst you ask in Slack, Teams or email, and it replies with the number, the chart and the work behind it, down to the query and its sources. Root cause analysis is a named capability rather than a side effect: ask why a metric moved and it investigates. Automated reports ...

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Starts from $180/month when monthly, also offers free forever plan

Omni - Agentic Analytics

Omni

Semantic model that AI, SQL and spreadsheets all read

Best for: SMB teams · Mid-market · Enterprise

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What is Omni?

Omni builds one semantic model and lets every way of asking read from it: chat, SQL, a spreadsheet interface and an MCP server all resolve against the same definitions, so the number does not change with the route taken to it. A modeling agent helps build those metrics and add the context the ...

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Omni offers custom pricing plan

Tellius - Agentic Analytics

Tellius

Decision intelligence with the Kaiya assistant and AI workers

Best for: SMB teams · Mid-market · Enterprise

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What is Tellius?

Tellius pairs search-driven analytics with an assistant called Kaiya, which takes a question in plain language and answers it with the evidence behind the number. Around Kaiya the platform runs AI Workers, agents that watch a metric, act when it moves and follow up on what they find. Guided ...

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Free TrialTry Free →·

Tellius offers custom pricing plan

WrenAI - Agentic Analytics

WrenAI

Governed text-to-SQL agent for teams and other agents

Best for: SMB teams · Mid-market · Enterprise

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What is WrenAI?

WrenAI takes a question in plain language, writes the SQL and runs it, then returns the result as a chart, a dashboard or a spreadsheet. It runs in two modes: Agentic Mode, where the model plans the steps itself, and Classic Mode for a single direct query. The same definitions are exposed over ...

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Free TrialTry Free →·

Starts from $179/month when yearly

Querri - Agentic Analytics

Querri

AI data analyst across 130+ business connectors

Best for: SMB teams · Mid-market · Enterprise

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What is Querri?

Querri connects, cleans and analyses data from the places a business already keeps it, then answers questions about it in plain English. A connector agent handles the integration side across more than 130 sources, including Snowflake, BigQuery, Databricks, PostgreSQL and SQL Server alongside ...

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Starts from $119/month when monthly, also offers free forever plan

Vanna AI - Agentic Analytics

Vanna AI

User-aware SQL agent framework over your own database

Best for: SMB teams · Mid-market · Enterprise

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What is Vanna AI?

Vanna AI connects a model to your database as a user-aware agent: it is given the ability to run SQL queries and generate charts, so a question asked in plain language is answered by querying the data rather than by guessing at it. Because it is a framework rather than a finished application, ...

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Starts from $50/month when monthly

Supaboard - Agentic Analytics

Supaboard

One agent that does the analyst job on your own database

Best for: SMB teams · Mid-market · Enterprise

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What is Supaboard?

Supaboard points a single agent at your own database and asks it to do the whole analyst job: read the question, query the data, build the chart and keep the result as a dashboard, a sheet or a saved query. The SQL is printed beside every answer, so the reasoning can be checked before anyone ...

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Starts from $19/editor/month when monthly, also offers free forever plan

ThoughtSpot - Agentic Analytics

ThoughtSpot

Analytics platform built around the Spotter agent

Best for: SMB teams · Mid-market · Enterprise

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What is ThoughtSpot?

ThoughtSpot answers business questions typed in plain language against a model of your own data, and the agent that does it is called Spotter. Spotter reads the question, picks the measures and filters, runs the query and returns a chart you can keep interrogating, so a follow-up refines the ...

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Starts from $25/user/month when yearly

Zenlytic - Agentic Analytics

Zenlytic

Zoë answers data questions in Slack, Teams and Claude

Best for: Mid-market · Enterprise

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What is Zenlytic?

Zenlytic is built around an agent named Zoë that answers data questions wherever the question gets asked: in Slack, in Teams, in Claude or ChatGPT, or in the Zenlytic application itself. Answers come back as live artifacts that stay connected to the data rather than as a static image, so the ...

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Zenlytic offers custom pricing plan

About the reviewer

Rajat Gupta is the founder of Spotsaas, where he has built software research covering 25,000+ products across CRM, HR, AI, and finance. He applies hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].