Business Intelligence & Analytics Software in AI answers

Data as of Oct 20, 2026Based on 1,005 AI responsesReviewed by

How we measure

AI summary

holds a wide lead across business intelligence questions, frequently recommended for enterprise governance, operational reporting, and native ecosystem adoption. serves as the usual answer when buyers require push-down query optimization directly inside a cloud data warehouse.

What’s changing · since July

Since July, rising has become a more frequent recommendation across the market, while falling is mentioned less often. rising has established itself as the go-to answer for program managers delivering leadership updates, and rising is now among the three most named for executive sales dashboards.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#Brand
1
Microsoft Power BIMicrosoft product line77%
enterprise governance and deeply integrated reporting across Microsoft environments
=2
LookerAlphabet product line47%
push-down query optimization and semantic modeling within cloud data warehouses
=2
TableauOwned by Salesforce45%
boardroom presentations and exploratory visual analytics for departmental data analysts
4
ThoughtSpot39%
search-driven self-service analytics using natural language querying on warehouse data
=5
Sigma Computing27%
spreadsheet-native self-service data exploration querying live cloud data warehouses
=5
Tableau AgentSalesforce product line26%
conversational insight experiences and automated metric tracking for business data
=5
Looker StudioAlphabet product line25%
accessible, free web dashboards connected to Google tools and BigQuery
8
Metabase22%
lightweight, open-source dashboarding and simple visual querying for non-analysts
=9
Qlik17%
associative engine discovery and high-speed in-memory analytics for complex datasets
=9
Microsoft17%
no-code enterprise analytics and native natural language querying across business suites
11
Domo14%
12
Qlik Cloud AnalyticsQlik product line8%
=13
Databox6%
=13
Zoho AnalyticsZoho product line6%
=13
Databricks5%
Mentioned in on each engineChatGPT SearchChatGPT SearchGoogle AI ModeGoogle AI Mode

Widest split: Tableau, 50% on ChatGPT Search and 35% on Google AI Mode.

Mentioned in on each AI engine, by brand
BrandChatGPT SearchGoogle AI Mode
Microsoft Power BI77%75%
Looker52%38%
Tableau50%35%
ThoughtSpot38%41%
Sigma Computing30%23%
Looker Studio22%23%
Tableau Agent30%23%
Metabase22%17%
Qlik22%10%
Microsoft20%12%

Latest insights

Weeks of Sep 21 – Oct 18, 2026 · Since Jul 5

  • Tableau Gap between platforms: ChatGPT Search now mentions Tableau 15.3 points more often than Google AI Mode in Business Intelligence & Analytics Software, a widened gap
  • Looker Gap between platforms: The platform gap for Looker in Business Intelligence & Analytics Software narrowed to 15.5 points, ChatGPT Search ahead
  • Tableau Gaining: Tableau now leads ThoughtSpot in Business Intelligence & Analytics Software, #3 to #4
  • ThoughtSpot Slipping: ThoughtSpot fell behind Tableau in Business Intelligence & Analytics Software
  • ThoughtSpot Slipping: ThoughtSpot now ranks #5 in Business Intelligence & Analytics Software, down from #4
and 7 more insightssee the ranking

Market map

Mentioned in · since Jul 5

Leading brands by topic

The 5 brands that lead or place most often

TopicMicrosoft Power BILookerThoughtSpotSigma ComputingQlik
Led by Microsoft Power BI 3
Dashboard and data visualization tools
Executive and board dashboards
Board-ready sales dashboardsNot named
Led by Looker 1
Enterprise BI platforms
Led by ThoughtSpot 1
Natural language data queryingNot namedNot named
Led by Sigma Computing 1
Spreadsheet-style BI toolsNot namedNot named
Led by Qlik 1
Associative data discovery
Tied: Microsoft Power BI and ThoughtSpot 1
Self-service dashboard creation for non-analysts
Tied: Looker and Microsoft Power BI 1
Governed self-service analytics
Led by Power BI 1
Microsoft ecosystem integrationNot namedNot namedNot namedNot namedNot named

leads second or third named lowerblank: not named

  1. Different leaders by AI engine

    AI engineLeading brand
    ChatGPT SearchTableau Agent
    Google AI ModeMicrosoft Power BI

Questions by topic10

  • Self-service dashboard creation for non-analysts
    • What is the best BI tool for a non-technical team to explore data and build their own dashboards?

    • We need a business intelligence platform that lets our non-technical staff create their own dashboards and analyze data without needing to write code. What are the best options?

    • We need a business intelligence platform that is simple enough for non-technical staff to create their own reports and explore data without needing IT support.

    • Our business users want self-service analytics. What is the best BI tool for non-technical users?
    • I need a simple BI tool for non-analysts to build their own dashboards from our company data.
    • We need to empower our business teams to answer their own questions. What's the best self-service BI and analytics platform for non-technical users?
  • Natural language data querying
    • I need a simple text-to-SQL tool that allows non-technical users to query our data without having to write any SQL code.
    • Are there any data analysis tools that can handle natural language input and output complex SQL and Python code for enterprise use?
    • I need a simple way for non-technical users to query our data using natural language instead of writing SQL code. Do you have any suggestions?
  • Executive and board dashboards
    • We need to visualize our impact. What tool creates easy-to-read dashboards that we can share with our Board of Directors?
    • Can you suggest some business intelligence solutions that excel at real-time, high-quality visual reporting for executive KPIs?
    • Which business intelligence tools are recommended for building trustworthy, governed dashboards that are suitable for presenting to a board of directors?
  • Governed self-service analytics
    • Best BI that balances speed, governance, and self-serve?

    • Which analytics tools are best for maintaining strict data governance and consistent metrics without sacrificing self-service speed?

    • I need a BI platform that offers self-service exploration while maintaining strict governance and fast performance.

  • Associative data discovery
    • What business intelligence tools offer visual, AI-powered data discovery that uses associative models for high-speed exploration?
    • Which business intelligence platforms feature AI-driven, visual data discovery based on associative models for fast exploration?
    • I need a BI tool with associative models for quick data exploration, specifically one that is visual and AI-powered.
  • Spreadsheet-style BI tools
    • What tools allow me to integrate and visualize data using a spreadsheet-style interface without needing to set up a data warehouse?
    • Are there any data tools that offer a spreadsheet-like view for both integration and visualization, avoiding the complexity of a data warehouse?
    • I'm looking for BI software that allows for real-time, ad-hoc data analysis within a familiar spreadsheet environment. Any recommendations?
  • Enterprise BI platforms
    • Which business intelligence platforms offer the best governance and collaboration tools for enterprise-level teams with larger budgets?

    • I need recommendations for enterprise-grade BI platforms that prioritize strong governance and team collaboration features for organizations with significant budgets.

    • What should be on my checklist when evaluating enterprise-grade business intelligence software for my company?

    • We want to democratize data analytics for our business users. What's the best enterprise BI platform with strong governance and security features?
  • Dashboard and data visualization tools
    • What tools allow for the rapid creation of interactive dashboards specifically for marketing analysts that can be deployed quickly?
    • I need a data visualization and dashboarding platform that is powerful enough for our data analysts but simple enough for business users to navigate. What do you suggest?

    • We need a dashboarding tool for our operations team. What software works best for an operations analyst to build these?

    • What is the best data visualization tool for an Operations Analyst to build dashboards for the ops team?

    • We are replacing our legacy BI tool with a modern data visualization platform.

  • Microsoft ecosystem integration
    • I need a business intelligence and reporting tool that integrates tightly with the Microsoft ecosystem for our Office 365 users. What are the best options?
    • Which business intelligence tools offer the deepest integration with Microsoft and Office 365? We need something that fits well with our current setup.
    • I'm looking for reporting and BI software that is built to integrate tightly with Microsoft Office 365. Which ones should we consider?
  • Board-ready sales dashboards
    • I need software for enterprise-level sales reporting that can generate board-ready quarterly performance dashboards. What do you recommend?
    • I need a sales dashboard tool that's suitable for a VP of Sales to use when presenting quarterly results to the board. What are the top options?
    • Which sales dashboard software is recommended for creating quarterly reports for board meetings? I'm a VP of Sales looking for something professional.
    • What is the best sales dashboard software for a VP of Sales to present quarterly results to the board?

  • best business intelligence tools for small businesses

  • I'm looking to provide a "natural language" interface to our business data. What is the best Text-to-SQL or semantic search platform for BI?

  • We use a specific BI dashboard. Who offers a "Chat with Data" plugin for this tool?

  • We use a cloud data warehouse. Which business intelligence tools offer "push-down" query optimization for it?

  • I'm a Program Manager, and I need a better way to communicate status updates to executive leadership. Any good dashboard tools?

  • What is the best data visualization tool for a Marketing Analyst to create interactive dashboards for the marketing team?

  • What is the best library or tool for creating advanced, custom data visualizations in our BI dashboards?

  • What is the best platform for building and managing a company-wide data mesh architecture?

  • We use a data warehouse. Who offers a BI tool that creates embeddable dashboards for our customer portal?

Sources AI cites99

41% of citations point at the ranked brands’ own sites. youtube.com, reddit.com, querio.ai are the most-cited sites outside the ranked brands’ own domains.