AI Mentions & Sources Report for Analytics and BI
This page provides details about atlan.com (Developer Tools) which was ranked #66 out of 255 in the list of sources (4 citations (0.3% share)) in answers from AI models (OpenAI ChatGPT Latest,
X.AI Grok (latest)) when they were asked the following 3 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.", "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: Monte Carlo.
| Model | Voice | Position | Citations |
|---|---|---|---|
|
|
{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| atlan.com | 4 | 79.7 |
| Brand | Voice | Mentions |
|---|---|---|
|
|
1.1% | 6 |
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.
[...] se ETL (operational analytics) - **Hightouch** — [Hightouch](https://hightouch.com/) - **Census** — [Census](https://www.getcensus.com/) ### Governance, catalog, lineage - **Collibra** — [Collibra](https://www.collibra.com/) - **Alation** — [Alation](https://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 [...]
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.
[...] s://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://hightouch.com/) - [Census](https://www.getcensus.com/) --- ## 3) “Best” products/services (how buyers typically define “best” today) “Best” usually depends on the dominant constraint—governance, cost, speed, skill set, o [...]
[...] analytics**: [Apache Kafka](https://kafka.apache.org/), [Confluent](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:// [...]
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.
[...] ebooks with apps. [Site](https://hex.tech/) - **Sigma Computing**: Excel-like interface on data warehouses. [Site](https://www.sigmacomputing.com/) - **dbt Labs** (data build tool): Analytics engineering pipeline. [Site](https://www.getdbt.com/) - **Atlan**: Active metadata platform for data teams. [Site](https://atlan.com/) - **Lightdash**: Open-source BI on dbt. [Site](https://lightdash.com/) - **Evidence**: Markdown-based BI dashboards. [Site](https://useevidence.com/) Funded recently: Perplexity AI (search analytics) [site](https://www.perplexity.ai/), but more AI-focused. ### Major Industry Events and Conferenc [...]