AI Mentions & Sources Report for Analytics and BI
This page provides details about getdbt.com (Developer Tools) which was ranked #6 out of 128 in the list of sources (14 citations (4.9% 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 1 question: "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: Hex, Tristan Handy, dbt Community, Analytics Engineering.
| Model | Voice | Position | Citations |
|---|---|---|---|
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{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
| URL Path | Citations | Position |
|---|---|---|
| getdbt.com | 0 | N/A |
| /community | 0 | N/A |
| /community/join-the-community | 12 | 26.7 |
| www.getdbt.com | 2 | 40 |
| Brand | Voice | Mentions |
|---|---|---|
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8.7% | 8 |
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3.7% | 4 |
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1% | 2 |
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0.2% | 4 |
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.
[...] tabase** - [https://www.metabase.com](https://www.metabase.com) - Open-source analytics tool - **Redash** - [https://redash.io](https://redash.io) - SQL-based dashboards (acquired by Databricks) ## Emerging Trends & Next-Generation Tools ### Modern Data Stack Players - **dbt (Data Build Tool)** - [https://www.getdbt.com](https://www.getdbt.com) - Analytics engineering transformation - **Hex** - [https://hex.tech](https://hex.tech) - Collaborative data workspace - **Lightdash** - [https://www.lightdash.com](https://www.lightdash.com) - Open-source BI for dbt - **Observable** - [https://observablehq.com](https://observablehq.com) - Collabo [...]
[...] eddit.com/r/tableau/](https://www.reddit.com/r/tableau/) - **r/dataisbeautiful** - [https://www.reddit.com/r/dataisbeautiful/](https://www.reddit.com/r/dataisbeautiful/) - **Locally Optimistic** (Slack community) - [https://locallyoptimistic.com](https://locallyoptimistic.com) - **dbt Community** - [https://www.getdbt.com/community](https://www.getdbt.com/community) - **Data Visualization Society** - [https://www.datavisualizationsociety.org](https://www.datavisualizationsociety.org) ### Professional Organizations - **TDWI (Transforming Data with Intelligence)** - [https://tdwi.org](https://tdwi.org) - **INFORMS** (Institute for Operations Research) - [https [...]
[...] [https://www.dbta.com](https://www.dbta.com) - **Analytics Insight** - [https://www.analyticsinsight.net](https://www.analyticsinsight.net) - **Towards Data Science** - [https://towardsdatascience.com](https://towardsdatascience.com) ### Newsletters - **The Analytics Engineering Roundup** (dbt) - [https://www.getdbt.com/community/join-the-community](https://www.getdbt.com/community/join-the-community) - **Data Science Weekly** - [https://www.datascienceweekly.org](https://www.datascienceweekly.org) - **The Data Science Roundup** - [http://roundup.fishtownanalytics.com](http://roundup.fishtownanalytics.com) - **Technically** by Benn Stancil - [https://benn.substack.com](https://benn.substack.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.
[...] workloads: - [ClickHouse](https://clickhouse.com/) - [DuckDB](https://duckdb.org/) - [SingleStore](https://www.singlestore.com/) ### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog These are often critical to whether BI succeeds: **Transformation / modeling** - [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/)) - [Apache Spark](https://spark.apache.org/) **Orchestration** - [Apache Airflow](https://airflow.apache.org/) - [Dagster](https://dagster.io/) **Data integration (ELT/ETL)** - [Fivetran](https://www.fivetran.com/) - [Airbyte](https://airbyt [...]
[...] es**: [Trino](https://trino.io/), [Presto](https://prestodb.io/), [Apache Spark](https://spark.apache.org/) 4) **Streaming / real-time 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/ [...]
[...] rkflows** (NLQ, automated viz building, narrative explanations): [Microsoft Copilot](https://www.microsoft.com/en-us/microsoft-copilot), [Tableau](https://www.tableau.com/), [Looker](https://cloud.google.com/looker) - **Composable analytics stacks** (swap components around the warehouse/lakehouse): [dbt](https://www.getdbt.com/), [Airbyte](https://airbyte.com/), [Apache Airflow](https://airflow.apache.org/) - **Semantic/metrics consistency as a product**: [dbt](https://www.getdbt.com/) - **Real-time analytics**: [Materialize](https://materialize.com/), [ClickHouse](https://clickhouse.com/), [Apache Kafka](https://kafka.ap [...]
[...] ableau.com/), [Looker](https://cloud.google.com/looker) - **Composable analytics stacks** (swap components around the warehouse/lakehouse): [dbt](https://www.getdbt.com/), [Airbyte](https://airbyte.com/), [Apache Airflow](https://airflow.apache.org/) - **Semantic/metrics consistency as a product**: [dbt](https://www.getdbt.com/) - **Real-time analytics**: [Materialize](https://materialize.com/), [ClickHouse](https://clickhouse.com/), [Apache Kafka](https://kafka.apache.org/) - **Open table formats** becoming strategic: [Apache Iceberg](https://iceberg.apache.org/), [Delta Lake](https://delta.io/), [Apache Hudi](https://hu [...]
[...] //www.gartner.com/en/conferences/na/data-analytics-us) Data/engineering-heavy (often adjacent but very relevant to BI outcomes): - [ApacheCon](https://www.apachecon.com/) (Apache Software Foundation: [ASF](https://www.apache.org/)) --- ## 8) Active professional communities (practitioner-heavy) - [dbt Community](https://www.getdbt.com/community) - [Tableau Community](https://community.tableau.com/) - [Microsoft Power BI Community](https://community.powerbi.com/) - [Looker Community](https://cloud.google.com/looker/docs/community) (Google Cloud docs/community entry) - [Locally Optimistic](https://locallyoptimistic.com/) (analytics career + [...]
[...] use.com/) - [DuckDB](https://duckdb.org/) - [SingleStore](https://www.singlestore.com/) ### C) The “must-have” adjacent layer: transformation, orchestration, quality, catalog These are often critical to whether BI succeeds: **Transformation / modeling** - [dbt](https://www.getdbt.com/) (dbt Labs: [dbt Labs](https://www.getdbt.com/company/)) - [Apache Spark](https://spark.apache.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/) [...]
[...] tufte.com/tufte/) - [Stephen Few](https://www.perceptualedge.com/) - [Alberto Cairo](https://albertocairo.com/) - [Cole Nussbaumer Knaflic](https://www.storytellingwithdata.com/) Modern analytics practitioners with large communities: - [Tristan Handy](https://www.tristanhandy.com/) (founder/CEO of [dbt Labs](https://www.getdbt.com/company/)) --- ## 6) Emerging startups & notable trends to watch ### Trends - **AI-assisted BI workflows** (NLQ, automated viz building, narrative explanations): [Microsoft Copilot](https://www.microsoft.com/en-us/microsoft-copilot), [Tableau](https://www.tableau.com/), [Looker](https://cloud.google.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.
[...] **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 warehouse. [dbt Labs](https://www.getdbt.com/) * **Fivetran**: Dominant player in automated data movement (ELT). [Fivetran](https://www.fivetran.com/) --- ### 3. Emerging Startups & Trends * **Generative BI**: Using LLMs to build dashboards. Startups like **Pyramid Analytics** [link](https://www.pyramidanalytics.com/) and **Veezoo** [lin [...]
[...] obally. [Big Data London](https://bigdataldn.com/) --- ### 6. Active Professional Communities * **Locally Optimistic**: A community for data leaders. [Locally Optimistic](https://locallyoptimistic.com/) * **dbt Community**: One of the largest Slack communities for data engineers and analysts. [dbt Slack](https://www.getdbt.com/community/) * **The DataTalks.Club**: A global community of data enthusiasts. [DataTalks.Club](https://datatalks.club/) * **Tableau Public**: A social platform for viewing and sharing data visualizations. [Tableau Public](https://public.tableau.com/) --- ### 7. Top Publications & Media * **DBTA (Datab [...]
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.
[...] dvanloon.com/) ### Emerging Startups and Trends **Startups**: - **Sigma Computing**: Spreadsheet-like BI on data warehouses. [Sigma](https://www.sigmacomputing.com/) - **Hex**: Collaborative data notebooks for teams. [Hex](https://hex.tech/) - **dbt Labs**: Analytics engineering (data build tool). [dbt](https://www.getdbt.com/) - **AtScale**: Semantic layer for BI. [AtScale](https://www.atscale.com/) **Trends** (per Gartner Hype Cycle and Forrester): - Generative AI (e.g., natural language generation in BI: [ThoughtSpot Sage](https://www.thoughtspot.com/product/ai-for-business-intelligence)). - Data Fabric/Mesh for gove [...]
[...] ligence [reddit.com/r/BusinessIntelligence](https://www.reddit.com/r/BusinessIntelligence/), r/dataanalysis [reddit.com/r/dataanalysis](https://www.reddit.com/r/dataanalysis/) - **LinkedIn Groups**: BI Professionals (100k+ members), Data Analytics Community. - **Slack/Discord**: dbt Community Slack [getdbt.com/community](https://www.getdbt.com/community), Hex Community. ### Top Publications and Media - **TDWI**: Research, webinars. [TDWI](https://tdwi.org/) - **BARC Research**: Annual BI surveys. [BARC](https://barc.com/) - **Gartner/Forrester**: Reports (subscription). [Gartner IT](https://www.gartner.com/en/information-technology), [Forrester]( [...]