This page provides details about snowflake.com (Tech Companies) which was ranked #5 out of 255 in the list of sources (23 citations (4% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest,
Google Gemini Flash (latest),
X.AI Grok (latest)) when they were asked the following 3 questions: "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.", "If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.", "What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." on Dec 30, 2025 by AI Chat Watch. This source is referenced for brands: Looker, MicroStrategy, Snowflake, Databricks, Cube +1 more.
| Model | Voice | Position | Citations |
|---|---|---|---|
|
|
{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| /summit | 22 | 24.5 |
| snowflake.com | 1 | 183 |
| Brand | Voice | Mentions |
|---|---|---|
|
|
36.3% | 36 |
|
|
27% | 47 |
|
|
23.3% | 32 |
|
|
5.2% | 16 |
| Snowflake Summit | 3.6% | 12 |
|
|
2.5% | 9 |
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.
[...] tics)** - Enterprise BI and reporting - AI-assisted insights - Robust governance features 10. **[MicroStrategy](https://www.microstrategy.com/)** - Enterprise analytics and mobility - HyperIntelligence overlay - Strong security features ### Modern Data Stack & Cloud Analytics 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/b [...]
[...] Product announcements - Community networking 56. **[Microsoft Build](https://build.microsoft.com/)** - Developer conference - Power BI updates and sessions 57. **[Google Cloud Next](https://cloud.withgoogle.com/next)** - Cloud platform conference - BigQuery and Looker sessions 58. **[Snowflake Summit](https://www.snowflake.com/summit/)** - Data cloud conference - User presentations - Partner ecosystem 59. **[Databricks Data + AI Summit](https://www.databricks.com/dataaisummit/)** - Lakehouse platform event - Technical sessions - Industry use cases 60. **[AWS re:Invent](https://reinvent.awsevents.com/)** - Amazo [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] *[ThoughtSpot](https://www.thoughtspot.com/)** - AI-powered search & analytics - **[Sigma Computing](https://www.sigmacomputing.com/)** - Cloud-native spreadsheet-like BI tool - **[Metabase](https://www.metabase.com/)** - Open-source business intelligence ## Data Warehouse & Storage Platforms - **[Snowflake](https://www.snowflake.com/)** - Cloud data platform - **[Google BigQuery](https://cloud.google.com/bigquery)** - Serverless data warehouse - **[Amazon Redshift](https://aws.amazon.com/redshift/)** - Cloud data warehouse - **[Databricks](https://www.databricks.com/)** - Lakehouse platform combining data lakes and warehouses - [...]
[...] anagement Association - **[Data Science Central](https://www.datasciencecentral.com/)** - Online community ## Conferences & Events ### Major Industry Conferences - **[Gartner Data & Analytics Summit](https://www.gartner.com/en/conferences/na/data-analytics-us)** - Premier analytics conference - **[Snowflake Summit](https://www.snowflake.com/summit/)** - Annual data cloud event - **[Microsoft Build](https://build.microsoft.com/)** - Includes Power BI announcements - **[Tableau Conference](https://www.tableau.com/community/conference)** - Annual user conference - **[Google Cloud Next](https://cloud.withgoogle.com/next)** - Includes BigQuery and [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] /blog/category/events/) - **Qonnections** (Qlik) - [https://www.qlik.com/us/company/events/qonnections](https://www.qlik.com/us/company/events/qonnections) - **Databricks Data + AI Summit** - [https://www.databricks.com/dataaisummit](https://www.databricks.com/dataaisummit) - **Snowflake Summit** - [https://www.snowflake.com/summit](https://www.snowflake.com/summit) - **Coalesce** (dbt conference) - [https://coalesce.getdbt.com](https://coalesce.getdbt.com) ### Visualization & Design Focused - **OpenVisConf** - [https://openvisconf.com](https://openvisconf.com) - **Information is Beautiful Awards** - [https://www.informationisbeautifulawards.com](https://www [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] tps://www.analyticsvidhya.com/) Analyst research (paid, but widely referenced in buying cycles): - [Gartner](https://www.gartner.com/) - [Forrester](https://www.forrester.com/) Vendor engineering blogs (often where new features first appear): - [Databricks Blog](https://www.databricks.com/blog) - [Snowflake Blog](https://www.snowflake.com/blog/) - [Microsoft Power BI Blog](https://powerbi.microsoft.com/en-us/blog/) - [Google Cloud Blog](https://cloud.google.com/blog) - [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/) --- ### If you tell me your context, I can tailor this map 1) Are you looking at this as a **buyer**, **job se [...]
[...] rce BI / visualization options: - [Apache Superset](https://superset.apache.org/) - [Metabase](https://www.metabase.com/) - [Redash](https://redash.io/) (project site) ### B) Cloud data platforms that increasingly “own” analytics Cloud data warehouses / lakehouse platforms that anchor BI stacks: - [Snowflake](https://www.snowflake.com/) - [Databricks](https://www.databricks.com/) - [Google BigQuery](https://cloud.google.com/bigquery) - [Amazon Redshift](https://aws.amazon.com/redshift/) - [Azure Synapse Analytics](https://azure.microsoft.com/en-us/products/synapse-analytics/) (and [Microsoft Fabric](https://www.microsoft.com/en-u [...]
[...] , these buckets cover most spend: 1) **BI & analytics apps**: [Microsoft Power BI](https://powerbi.microsoft.com/), [Tableau](https://www.tableau.com/), [Qlik](https://www.qlik.com/), [Looker](https://cloud.google.com/looker), [MicroStrategy](https://www.microstrategy.com/) 2) **Data platform**: [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Redshift](https://aws.amazon.com/redshift/), [Azure Synapse](https://azure.microsoft.com/en-us/products/synapse-analytics/), [ClickHouse](https://clickhouse.com/) 3) **Compute & query engines**: [Trino](h [...]
[...] ) - [Rill](https://www.rilldata.com/) (operational/real-time analytics UX) --- ## 7) Major conferences & events (where the industry meets) Vendor flagships: - [Tableau Conference](https://www.tableau.com/events/conference) - [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit) - [Snowflake Summit](https://www.snowflake.com/summit/) - [AWS re:Invent](https://reinvent.awsevents.com/) - [Google Cloud Next](https://cloud.withgoogle.com/next) - [Microsoft Ignite](https://ignite.microsoft.com/) - [Qlik Connect](https://www.qlik.com/us/events/qlik-connect) - [Oracle CloudWorld](https://www.oracle.com/cloudworld/) - [IBM Think](http [...]
[...] Blog](https://cloud.google.com/blog) - [AWS Big Data Blog](https://aws.amazon.com/blogs/big-data/) --- ### If you tell me your context, I can tailor this map 1) Are you looking at this as a **buyer**, **job seeker**, **investor**, or **builder**? 2) What’s your “home base” platform today (e.g., [Snowflake](https://www.snowflake.com/), [Databricks](https://www.databricks.com/), [BigQuery](https://cloud.google.com/bigquery), [Microsoft Fabric](https://www.microsoft.com/en-us/microsoft-fabric))? 3) Primary use case: finance BI, product analytics, operational analytics, embedded analytics, or real-time? [...]
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.
[...] bt.com/) users) - [Omni](https://www.omni.co/) (modern semantic layer + exploration) - [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 progra [...]
[...] nce](https://www.tableau.com/events/conference) ([Salesforce](https://www.salesforce.com/) ecosystem) - [Microsoft Fabric Community Conference](https://www.fabricconf.com/) (Microsoft BI/Fabric community event) - [Qlik Connect](https://www.qlik.com/us/events/qlik-connect) (Qlik’s main conference) - [Snowflake Summit](https://www.snowflake.com/summit/) ([Snowflake](https://www.snowflake.com/) ecosystem) - [Databricks Data + AI Summit](https://www.databricks.com/dataaisummit) ([Databricks](https://www.databricks.com/) ecosystem) - [AWS re:Invent](https://reinvent.awsevents.com/) (analytics track includes [Amazon QuickSight](https://aws.amazon.com [...]
[...] force](https://www.salesforce.com/) ecosystem) - [Microsoft Fabric Community Conference](https://www.fabricconf.com/) (Microsoft BI/Fabric community event) - [Qlik Connect](https://www.qlik.com/us/events/qlik-connect) (Qlik’s main conference) - [Snowflake Summit](https://www.snowflake.com/summit/) ([Snowflake](https://www.snowflake.com/) ecosystem) - [Databricks Data + AI Summit](https://www.databricks.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](http [...]
[...] ughtspot.com/) - **Embedded analytics in a product**: [Sisense](https://www.sisense.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 ratio [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] **Excel** (still everywhere in BI) — [Microsoft Excel](https://www.microsoft.com/microsoft-365/excel) --- ## 3) Data platforms you should recognize (warehouses / lakehouse) You don’t need to “pick one” immediately, but you should know the landscape. **Cloud data warehouses** - **Snowflake** — [Snowflake](https://www.snowflake.com/) - **Google BigQuery** — [BigQuery](https://cloud.google.com/bigquery) - **Amazon Redshift** — [Amazon Redshift](https://aws.amazon.com/redshift/) - **Azure Synapse Analytics** — [Azure Synapse Analytics](https://azure.microsoft.com/products/synapse-analytics/) **Lakehouse / unified platfo [...]
[...] ps://www.tableau.com/events/conference) - **Microsoft Ignite** — [Microsoft Ignite](https://ignite.microsoft.com/) - **Google Cloud Next** — [Google Cloud Next](https://cloud.withgoogle.com/next) - **AWS re:Invent** — [AWS re:Invent](https://reinvent.awsevents.com/) - **Snowflake Summit** — [Snowflake Summit](https://www.snowflake.com/summit/) - **Databricks Data + AI Summit** — [Data + AI Summit](https://www.databricks.com/dataaisummit) - **Qlik Connect** — [Qlik Connect](https://www.qlik.com/us/company/events/qlik-connect) - **Gartner Data & Analytics Summit** — [Gartner Data & Analytics Summit](https://www.gartner.com/en/confer [...]
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.
[...] bleau Conference Official](https://www.salesforce.com/plus/experience/tableau_conference_2024) * **Big Data LDN**: The UK's leading data, analytics, and AI event. [Big Data LDN](https://bigdataldn.com/) * **Snowflake Summit**: Focused on the "Data Cloud" and the applications built on top of it. [Snowflake Summit](https://www.snowflake.com/summit/) ### 6. Active Communities and Forums * **Reddit r/BusinessIntelligence**: A primary hub for professionals to discuss tools and career advice. [r/BusinessIntelligence](https://www.reddit.com/r/BusinessIntelligence/) * **The Localization Analytics Community (Data Literacy)**: Focused on teachin [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] ) that centralizes data definitions. [Looker Official](https://cloud.google.com/looker) ### 2. The Modern Data Stack (Infrastructure & Storage) To do analytics, you need a place to store and move data. * **Snowflake**: An industry-leading cloud data warehouse that decoupled storage from compute. [Snowflake Official](https://www.snowflake.com/) * **Databricks**: The pioneer of the "Data Lakehouse" architecture, specializing in big data and AI. [Databricks Official](https://www.databricks.com/) * **dbt (data build tool)**: The standard tool for data transformation and modeling within the warehouse. [getdbt.com](https://www.getdbt.com/ [...]
[...] visualization fans. [Tableau Events](https://www.tableau.com/community/events) * **Coalesce (by dbt Labs)**: The premier conference for analytics engineering. [Coalesce Info](https://www.getdbt.com/coalesce) * **Snowflake Summit**: Focused on cloud data warehousing and the future of data apps. [Snowflake Summit](https://www.snowflake.com/summit/) * **Databricks Data + AI Summit**: The go-to event for those interested in the intersection of big data and Spark. [Data + AI Summit](https://www.databricks.com/dataaisummit) ### 8. Comparison & Review Platforms Before purchasing or learning a tool, check these peer-review sites: * **G2**: Ex [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] alysis Reference:** * [Gartner Magic Quadrant for Analytics and BI](https://www.gartner.com/en/documents/5436636) --- ### 2. Key Companies & Infrastructure Providers Behind the visualization layer lies the "Modern Data Stack" infrastructure. * **Snowflake**: The leading cloud data warehouse. [Snowflake](https://www.snowflake.com/) * **Databricks**: Pioneer of the "Data Lakehouse" architecture. [Databricks](https://www.databricks.com/) * **AWS (Amazon QuickSight)**: Amazon’s cloud-native BI service. [Amazon QuickSight](https://aws.amazon.com/quicksight/) * **dbt Labs**: The standard for data transformation in the wareh [...]
[...] r.com/en/conferences/na/data-analytics-us) * **Tableau Conference**: High-energy event focused on visualization and community. [Tableau Conference](https://www.salesforce.com/plus/experience/tableau_conference_2024/) * **Snowflake Data Cloud Summit**: Focuses on the infrastructure side of data. [Snowflake Summit](https://www.snowflake.com/summit/) * **Databricks Data + AI Summit**: The intersection of big data and machine learning. [Data + AI Summit](https://www.databricks.com/dataaisummit/) * **Big Data London**: One of the largest free data and analytics exhibitions globally. [Big Data London](https://bigdataldn.com/) --- ### 6. Act [...]
If I'm looking to get into Analytics & BI, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.
[...] ries/business-intelligence-bi) Start with free trials of Power BI or Tableau Public for hands-on learning. ### Reputable Companies and Providers These are major players offering end-to-end solutions, cloud services, or consulting: - **Snowflake**: Cloud data platform enabling analytics at scale. [Snowflake](https://www.snowflake.com/) - **Databricks**: Lakehouse platform for unified analytics with Spark. [Databricks](https://www.databricks.com/) - **dbt Labs**: Data transformation tool (dbt = data build tool). [dbt](https://www.getdbt.com/) - **Alteryx**: Data prep and analytics automation. [Alteryx](https://www.alteryx.com/) - [...]
What does the Analytics & BI industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.
[...] r BI: 4.5/5) | | ### Key Companies and Providers Beyond leaders: - **Enterprise**: Salesforce Einstein Analytics [Salesforce](https://www.salesforce.com/products/einstein/overview/), Yellowfin [Yellowfin](https://www.yellowfinbi.com/) - **Cloud/Data Warehouse Integration**: Snowflake (BI partners) [Snowflake](https://www.snowflake.com/), Databricks [Databricks](https://www.databricks.com/) - **Open-Source**: Metabase [Metabase](https://www.metabase.com/), Apache Superset [Superset](https://superset.apache.org/) ### Influential Figures and Thought Leaders - **Bernard Marr**: Futurist, author on analytics. [Bernard Marr](https://b [...]