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AI Mentions & Sources Report for Analytics and BI

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About montecarlodata.com (Tech Companies)

This page provides details about montecarlodata.com (Tech Companies) which was ranked #54 out of 255 in the list of sources (5 citations (0.4% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest) when they were asked the following 2 questions: "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: Monte Carlo.

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Used by AI Models

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Pages from montecarlodata.com (1 link)

URL Path Citations Position
montecarlodata.com 5 85.5

Brands Referenced By This Website (1 brand)

Brand Voice Mentions
Monte Carlo Monte Carlo 1.1% 6

Citations from AI Responses

Anthropic Claude Sonnet (latest) (2 citations)

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.

[...] r-facing analytics ### Reverse ETL & Data Activation - **[Census](https://www.getcensus.com/)** - Reverse ETL platform - **[Hightouch](https://www.hightouch.com/)** - Data activation platform - **[Polytomic](https://www.polytomic.com/)** - Reverse ETL solution ### Data Quality & Observability - **[Monte Carlo](https://www.montecarlodata.com/)** - Data observability platform - **[Great Expectations](https://greatexpectations.io/)** - Open-source data validation - **[Bigeye](https://www.bigeye.com/)** - Data quality monitoring - **[Soda](https://www.soda.io/)** - Data quality testing ## Learning Resources & Courses ### Online Learning [...]

montecarlodata.com December 30, 2025

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.

[...] //www.tellius.com) - AI-driven insights - **Polymer Search** - [https://www.polymersearch.com](https://www.polymersearch.com) - No-code AI analytics - **Zebra BI** - [https://zebrabi.com](https://zebrabi.com) - IBCS-compliant reporting ### Data Observability & Quality (Related) - **Monte Carlo** - [https://www.montecarlodata.com](https://www.montecarlodata.com) - **Datafold** - [https://www.datafold.com](https://www.datafold.com) ## Key Industry Analysts & Research Firms - **Gartner** - [https://www.gartner.com/en/information-technology/insights/business-intelligence](https://www.gartner.com/en/information-technology/insights/business-intelligence) - M [...]

montecarlodata.com December 30, 2025

OpenAI ChatGPT Latest (3 citations)

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.

[...] ttps://www.alation.com/) - **Atlan** — [Atlan](https://atlan.com/) - **DataHub (open source)** — [DataHub](https://datahubproject.io/) - **OpenMetadata (open source)** — [OpenMetadata](https://open-metadata.org/) ### Data quality & observability (fast-growing must-have) - **Monte Carlo** — [Monte Carlo](https://www.montecarlodata.com/) - **Soda** — [Soda](https://www.soda.io/) - **Great Expectations (open source)** — [Great Expectations](https://greatexpectations.io/) ### Semantic / headless BI - **Cube** — [Cube](https://cube.dev/) --- ## 5) Reputable providers & ecosystems (the “where work happens”) If you want to b [...]

montecarlodata.com December 30, 2025

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.

[...] pache.org/) **Orchestration** - [Apache Airflow](https://airflow.apache.org/) - [Dagster](https://dagster.io/) **Data integration (ELT/ETL)** - [Fivetran](https://www.fivetran.com/) - [Airbyte](https://airbyte.com/) - [Informatica](https://www.informatica.com/) **Data quality / observability** - [Monte Carlo](https://www.montecarlodata.com/) - [Great Expectations](https://greatexpectations.io/) - [Soda](https://www.soda.io/) **Catalog / governance** - [Collibra](https://www.collibra.com/) - [Alation](https://www.alation.com/) - [Atlan](https://atlan.com/) **Reverse ETL / activation (operational analytics)** - [Hightouch](https://hig [...]

montecarlodata.com December 30, 2025

[...] nt](https://www.confluent.io/), [Materialize](https://materialize.com/) 5) **Modeling/metrics**: [dbt](https://www.getdbt.com/) 6) **Governance/catalog**: [Collibra](https://www.collibra.com/), [Alation](https://www.alation.com/), [Atlan](https://atlan.com/) 7) **Data quality/observability**: [Monte Carlo](https://www.montecarlodata.com/), [Great Expectations](https://greatexpectations.io/), [Soda](https://www.soda.io/) --- ## 5) Influential figures & thought leaders (widely cited) Foundational BI / warehousing thinkers: - [Ralph Kimball](https://www.kimballgroup.com/) (via [Kimball Group](https://www.kimballgroup.com/)) - [Bill [...]

montecarlodata.com December 30, 2025