{{ domain.value }}
About lightdash.com (Developer Tools)
This page provides details about lightdash.com (Developer Tools) which was ranked #35 out of 255 in the list of sources (8 citations (0.6% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT 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: Lightdash, dbt, Analytics Engineering.
Used by AI Models
| Model | Voice | Position | Citations |
|---|---|---|---|
|
|
{{ getInfluenceForBot(bot.id) }} | {{ getPositionForBot(bot.id) }} | {{ getMentionsForBot(bot.id) }} |
Pages from lightdash.com (1 link)
| URL Path | Citations | Position |
|---|---|---|
| lightdash.com | 8 | 79.9 |
Brands Referenced By This Website (3 brands)
| Brand | Voice | Mentions |
|---|---|---|
|
|
27.6% | 56 |
|
|
5.3% | 15 |
|
|
2.2% | 11 |
Citations from AI Responses
Anthropic Claude Sonnet (latest)
(3 citations)
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.
[...] s 25. **[Hex](https://hex.tech/)** - Collaborative data workspace - Notebooks meet BI - SQL, Python, R support 26. **[Sigma Computing](https://www.sigmacomputing.com/)** - Cloud-native spreadsheet-like BI - Direct cloud data warehouse access - Familiar spreadsheet interface 27. **[Lightdash](https://www.lightdash.com/)** - Open-source BI for dbt - dbt-native approach - Self-service analytics 28. **[Preset](https://preset.io/)** - Managed Apache Superset - Cloud-hosted Superset - Collaborative features 29. **[Omni](https://omni.co/)** - Modern BI platform - Centralized semantic layer - S [...]
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.
[...] ptors ### Emerging Platforms - **[Hex](https://hex.tech/)** - Collaborative data workspace - **[Deepnote](https://deepnote.com/)** - Collaborative data science notebook - **[Count](https://count.co/)** - Canvas-based data notebook - **[Omni](https://omni.co/)** - Semantic layer and BI platform - **[Lightdash](https://www.lightdash.com/)** - Open-source BI for dbt - **[Evidence](https://evidence.dev/)** - Code-based BI tool - **[Preset](https://preset.io/)** - Managed Apache Superset platform - **[Explo](https://www.explo.co/)** - Customer-facing analytics ### Reverse ETL & Data Activation - **[Census](https://www.getcensus.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.
[...] abricks) ## 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) - Collaborative data notebooks - **Mode Analytics** - [https://mode.com](https://mode.com) - Analytics platform for data teams (acquired by ThoughtSpot) ### AI-Powered Analytics - **Tellius** - [https [...]
OpenAI ChatGPT Latest
(3 citations)
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.
[...] ce” (reduces ops burden): - [Preset](https://preset.io/) (managed [Apache Superset](https://superset.apache.org/)) --- ## 3) Promising startups & newer entrants (worth tracking / piloting) - [Hex](https://hex.tech/) (collaborative notebooks + data apps bridging analyst ↔ stakeholder workflows) - [Lightdash](https://www.lightdash.com/) (BI aligned to analytics engineering; popular with [dbt](https://www.getdbt.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 [...]
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.
[...] ytics & BI (worth watching) A few that come up often in modern teams: - **Hex** (collab analytics notebooks for teams) — [Hex](https://hex.tech/) - **Sigma Computing** (cloud-native spreadsheet-like BI) — [Sigma](https://www.sigmacomputing.com/) - **Lightdash** (open source BI, dbt-friendly) — [Lightdash](https://www.lightdash.com/) - **Evidence** (BI as code) — [Evidence](https://evidence.dev/) - **Preset** (managed Superset) — [Preset](https://preset.io/) - **MotherDuck** (DuckDB-powered analytics platform) — [MotherDuck](https://motherduck.com/) - **Firebolt** (analytics warehouse) — [Firebolt](https://www.firebolt [...]
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.
[...] Emerging / newer-generation BI & analytics products (often evaluated alongside incumbents) - [Hex](https://hex.tech/) (collaborative analytics) - [Sigma Computing](https://www.sigmacomputing.com/) (spreadsheet-like BI on cloud warehouses) - [Evidence](https://evidence.dev/) (developer-centric BI) - [Lightdash](https://www.lightdash.com/) (open-source BI) - [Preset](https://preset.io/) (managed [Apache Superset](https://superset.apache.org/)) - [Rill](https://www.rilldata.com/) (operational/real-time analytics UX) --- ## 7) Major conferences & events (where the industry meets) Vendor flagships: - [Tableau Conference](https://www. [...]
X.AI Grok (latest)
(2 citations)
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.
[...] 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 Conferences Key gatherings for networking and announcements: - **Tableau Confer [...]
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.
[...] ered search-driven analytics. [ThoughtSpot](https://www.thoughtspot.com/) - **Sigma Computing**: Spreadsheet-like interface on data warehouses. [Sigma](https://www.sigmacomputing.com/) - **Hex**: Collaborative notebooks for data apps. [Hex](https://hex.tech/) - **Lightdash**: Open-source BI on dbt. [Lightdash](https://www.lightdash.com/) - **Evidence**: Open-source reporting from SQL. [Evidence](https://www.evidence.dev/) ### Key Publications and Media Channels - **Gartner**: Research reports like Magic Quadrants. [Gartner Analytics](https://www.gartner.com/en/information-technology/insights/data-analytics) - **Forrester**: Wave [...]