AI Mentions & Sources Report for Analytics and BI
This page provides details about cloud.google.com (Tech Companies) which was ranked #3 out of 139 in the list of sources (15 citations (6.8% share)) in answers from AI models (Perplexity Sonar (with search) (latest),
Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest,
Google Gemini Flash (latest),
X.AI Grok (latest)) when they were asked the following 1 question: "What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space." on Dec 30, 2025 by AI Chat Watch. This source is referenced for brands: Microsoft Power BI, Qlik Sense, Looker, Databricks, Google BigQuery.
| Model | Voice | Position | Citations |
|---|---|---|---|
|
|
{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| /blog/products/data-analytics/looker-gartner-analytics-and-business-intelligence-platforms-mq | 4 | 3 |
| /looker | 6 | 4.6 |
| /bigquery | 4 | 38.2 |
| /events/next | 1 | 40 |
| Brand | Voice | Mentions |
|---|---|---|
|
|
80.7% | 18 |
|
|
37.3% | 8 |
|
|
27.7% | 8 |
|
|
9.6% | 5 |
|
|
0% | 1 |
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] siness Analytics Tools to Try in 2025](https://onlinedegrees.scu.edu/media/blog/popular-business-intelligence-and-data-analytics-tools)[Top Business Intelligence Platforms 2025: Comparison Guide for ...](https://www.analyticscreator.com/blog/choosing-the-right-business-intelligence-platform-in-2025)[Looker Gartner Analytics and Business Intelligence Platforms MQ](https://cloud.google.com/blog/products/data-analytics/looker-gartner-analytics-and-business-intelligence-platforms-mq): **Market Leaders:** **Microsoft Power BI** is the market-leading platform[Top Business Intelligence Platforms 2025: Comparison Guide for ...](https://www.analyticscreator.com/blog/choosing-the-right-business-intelligence-platform-in-2025), known for its intuitive interface, deep integration wit [...]
[...] opular-business-intelligence-and-data-analytics-tools)[Top Business Intelligence Platforms 2025: Comparison Guide for ...](https://www.analyticscreator.com/blog/choosing-the-right-business-intelligence-platform-in-2025). **Google Looker** is recognized as a Leader in the 2025 Gartner Magic Quadrant[Looker Gartner Analytics and Business Intelligence Platforms MQ](https://cloud.google.com/blog/products/data-analytics/looker-gartner-analytics-and-business-intelligence-platforms-mq), offering a semantic layer approach with drag-and-drop interface and free basic options[Best Business Intelligence Platforms 2025: BI Software Guide](https://www.marketsandmarkets.com/AI-sales/best-business-intelligence-platforms). **Enterprise-Focused Solutions:** **SAP BusinessObjects** excels [...]
[...] siness Analytics Tools to Try in 2025](https://onlinedegrees.scu.edu/media/blog/popular-business-intelligence-and-data-analytics-tools)[Top Business Intelligence Platforms 2025: Comparison Guide for ...](https://www.analyticscreator.com/blog/choosing-the-right-business-intelligence-platform-in-2025)[Looker Gartner Analytics and Business Intelligence Platforms MQ](https://cloud.google.com/blog/products/data-analytics/looker-gartner-analytics-and-business-intelligence-platforms-mq). **BARC (Business Application Research Center)** independently reviews and rates data intelligence platforms[Top Data Intelligence Platforms 2025 Compared - BARC's research](https://barc.com/reviews/data-intelligence-platforms/). **Markets and Markets** provides detailed platform comparisons and [...]
[...] 2025) 6. [10 Best Business Intelligence Companies in 2025 - Domo](https://www.domo.com/learn/article/best-business-intelligence-companies) 7. [Enterprise BI: Best Business Intelligence Platforms [2025] - Improvado](https://improvado.io/blog/enterprise-business-intelligence-software-solutions) 8. [Looker Gartner Analytics and Business Intelligence Platforms MQ](https://cloud.google.com/blog/products/data-analytics/looker-gartner-analytics-and-business-intelligence-platforms-mq) 9. [Top Data Intelligence Platforms 2025 Compared - BARC's research](https://barc.com/reviews/data-intelligence-platforms/) [...]
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] - Integrated with Microsoft ecosystem - Cost-effective for Microsoft 365 users - Strong AI and natural language capabilities 3. **[Qlik Sense](https://www.qlik.com/us/products/qlik-sense)** - Associative analytics engine - Self-service analytics - Augmented intelligence features 4. **[Looker](https://cloud.google.com/looker)** (Google Cloud) - Modern data platform - LookML modeling layer - Embedded analytics capabilities 5. **[Thoughtspot](https://www.thoughtspot.com/)** - AI-powered search and analytics - Natural language search - Live analytics on cloud data 6. **[Domo](https://www.domo.com/)** - Cloud [...]
[...] 11. **[Snowflake](https://www.snowflake.com/)** - Cloud data platform with analytics capabilities - Data warehouse foundation - Native data sharing 12. **[Databricks](https://www.databricks.com/)** - Unified analytics platform - Lakehouse architecture - Delta Lake technology 13. **[Google BigQuery](https://cloud.google.com/bigquery)** - Serverless data warehouse - SQL-based analytics - Built-in machine learning 14. **[Amazon QuickSight](https://aws.amazon.com/quicksight/)** - AWS native BI service - Serverless architecture - ML-powered insights 15. **[Sisense](https://www.sisense.com/)** - Embedded analytics [...]
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] ft.com/) (often best if you’re Microsoft 365/Azure-first; strong price/value) - [Tableau](https://www.tableau.com/) (strong visual exploration; widely adopted in business teams) - [Qlik Sense](https://www.qlik.com/us/products/qlik-sense) (associative engine; strong governed self-service patterns) - [Looker](https://cloud.google.com/looker) (semantic modeling with LookML; best fit for governed metrics in GCP-centric orgs) - [SAP Analytics Cloud](https://www.sap.com/products/technology-platform/cloud-analytics.html) (common in SAP landscapes) - [IBM Cognos Analytics](https://www.ibm.com/products/cognos-analytics) (enterprise reporting [...]
[...] tabricks.com/dataaisummit) ([Databricks](https://www.databricks.com/) ecosystem) - [AWS re:Invent](https://reinvent.awsevents.com/) (analytics track includes [Amazon QuickSight](https://aws.amazon.com/quicksight/)) - [Google Cloud Next](https://cloud.withgoogle.com/next) (analytics/BI content incl. [Looker](https://cloud.google.com/looker)) Analyst/practitioner conferences: - [Gartner Data & Analytics Summit](https://www.gartner.com/en/conferences/na/data-analytics-us) ([Gartner](https://www.gartner.com/)) - [ODSC (Open Data Science Conference)](https://odsc.com/) - [Big Data LDN](https://bigdataldn.com/) (London ecosystem event) [...]
[...] /analytics writing) --- ## 9) Practical “best option” guidance (how teams usually choose) Common winning patterns: - **Microsoft-centric orgs**: [Microsoft Fabric](https://www.microsoft.com/en-us/microsoft-fabric) + [Power BI](https://powerbi.microsoft.com/) - **GCP-centric + governed metrics**: [Looker](https://cloud.google.com/looker) (often alongside [BigQuery](https://cloud.google.com/bigquery)) - **Visualization-first business adoption**: [Tableau](https://www.tableau.com/) - **Warehouse-first self-service (Snowflake/BigQuery/Redshift)**: [Sigma Computing](https://www.sigmacomputing.com/) or [ThoughtSpot](https://www.thought [...]
[...] - [Astrato](https://astrato.io/) (cloud-native BI, warehouse-first orientation) - [Cube](https://cube.dev/) (semantic layer / metrics layer used to power multiple BI front-ends) (If you share your data stack—e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), etc.—I can narrow this to the best-fit “modern stack” combinations.) --- ## 4) Top companies & service providers (implementation, governance, strategy) Large global firms that frequently deliver BI programs: - [Accenture](https://www.accenture.com/) - [Deloitte](https://www2.deloitte.com/) [...]
[...] dance (how teams usually choose) Common winning patterns: - **Microsoft-centric orgs**: [Microsoft Fabric](https://www.microsoft.com/en-us/microsoft-fabric) + [Power BI](https://powerbi.microsoft.com/) - **GCP-centric + governed metrics**: [Looker](https://cloud.google.com/looker) (often alongside [BigQuery](https://cloud.google.com/bigquery)) - **Visualization-first business adoption**: [Tableau](https://www.tableau.com/) - **Warehouse-first self-service (Snowflake/BigQuery/Redshift)**: [Sigma Computing](https://www.sigmacomputing.com/) or [ThoughtSpot](https://www.thoughtspot.com/) - **Embedded analytics in a product**: [Sisense](htt [...]
[...] com/) or [GoodData](https://www.gooddata.com/) - **Open-source + control**: [Apache Superset](https://superset.apache.org/) or [Metabase](https://www.metabase.com/) --- If you tell me (1) your data platform (e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Redshift](https://aws.amazon.com/redshift/), etc.), (2) primary users (execs vs analysts vs embedded customers), and (3) governance requirements, I can recommend a shortlist (usually 3–5 options) with rationale and a rollout plan. [...]
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] abilities and large user community. [Tableau Official Site](https://www.tableau.com/) * **Qlik**: Focused on active intelligence and data integration. [Qlik Official Site](https://www.qlik.com/) * **Looker (Google Cloud)**: A modern data platform that provides a unified semantic layer for data. [Looker Official Site](https://cloud.google.com/looker) * **ThoughtSpot**: A leader in AI-powered search and "Live Analytics." [ThoughtSpot Official Site](https://www.thoughtspot.com/) * **Sigma Computing**: A cloud-native analytics platform designed for large-scale data in Snowflake or Databricks. [Sigma Computing](https://www.sigmacomputing.com/) [...]
What are the best Analytics & BI options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space.
[...] oards. [Official site](https://www.tableau.com/) - **Microsoft Power BI**: Affordable, integrates seamlessly with Microsoft ecosystem, strong in enterprise reporting. [Official site](https://powerbi.microsoft.com/en-us/) - **Google Looker**: Cloud-native, excels in semantic modeling and governance. [Official site](https://cloud.google.com/looker) - **Qlik Sense**: Associative engine for exploratory analysis. [Official site](https://www.qlik.com/us/products/qlik-sense) - **ThoughtSpot**: AI-driven search-based analytics (spot intelligence). [Official site](https://www.thoughtspot.com/) - **Sisense**: Embedded analytics with fusion platform [...]
[...] https://www.tableau.com/conference) - **Gartner Data & Analytics Summit**: Strategic insights. [US 2024](https://www.gartner.com/en/conferences/na/data-analytics-us) - **Microsoft Ignite**: Power BI deep dives. [Site](https://www.microsoft.com/en-us/ignite) - **Google Cloud Next**: Looker sessions. [Site](https://cloud.google.com/events/next) - **Strata Data & AI Conference (O'Reilly)**: Cutting-edge talks. [NY 2024](https://conferences.oreilly.com/ai/ai-ny) - **TDWI Transform**: Education-focused. [Site](https://tdwi.org/conferences/transform/) Calendar: 10Times BI events [link](https://10times.com/businessintelligence-conferences). [...]